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BibTeX records: Irwin King
@article{DBLP:journals/csur/LiuPLLHZWKXY25,
author = {Aiwei Liu and
Leyi Pan and
Yijian Lu and
Jingjing Li and
Xuming Hu and
Xi Zhang and
Lijie Wen and
Irwin King and
Hui Xiong and
Philip S. Yu},
title = {A Survey of Text Watermarking in the Era of Large Language Models},
journal = {{ACM} Comput. Surv.},
volume = {57},
number = {2},
pages = {47:1--47:36},
year = {2025},
url = {https://doi.org/10.1145/3691626},
doi = {10.1145/3691626},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/LiuPLLHZWKXY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QiaoTAKAP25,
author = {Hezhe Qiao and
Hanghang Tong and
Bo An and
Irwin King and
Charu Aggarwal and
Guansong Pang},
title = {Deep Graph Anomaly Detection: {A} Survey and New Perspectives},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {37},
number = {9},
pages = {5106--5126},
year = {2025},
url = {https://doi.org/10.1109/TKDE.2025.3581578},
doi = {10.1109/TKDE.2025.3581578},
timestamp = {Thu, 11 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/QiaoTAKAP25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ChenQZMK25,
author = {Yankai Chen and
Yue Que and
Xinni Zhang and
Chen Ma and
Irwin King},
title = {Learning Binarized Representations with Pseudo-positive Sample Enhancement
for Efficient Graph Collaborative Filtering},
journal = {{ACM} Trans. Inf. Syst.},
volume = {43},
number = {5},
pages = {131:1--131:28},
year = {2025},
url = {https://doi.org/10.1145/3744239},
doi = {10.1145/3744239},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ChenQZMK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiYXSJGLK25,
author = {Muzhi Li and
Cehao Yang and
Chengjin Xu and
Zixing Song and
Xuhui Jiang and
Jian Guo and
Ho{-}fung Leung and
Irwin King},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {Context-aware Inductive Knowledge Graph Completion with Latent Type
Constraints and Subgraph Reasoning},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {12102--12111},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i11.33318},
doi = {10.1609/AAAI.V39I11.33318},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiYXSJGLK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PanL0LH0KY25,
author = {Leyi Pan and
Aiwei Liu and
Shiyu Huang and
Yijian Lu and
Xuming Hu and
Lijie Wen and
Irwin King and
Philip S. Yu},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Can {LLM} Watermarks Robustly Prevent Unauthorized Knowledge Distillation?},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {13228--13251},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.648/},
timestamp = {Sun, 02 Nov 2025 21:27:24 +0100},
biburl = {https://dblp.org/rec/conf/acl/PanL0LH0KY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CuiYJMZWGK25,
author = {Wenqian Cui and
Dianzhi Yu and
Xiaoqi Jiao and
Ziqiao Meng and
Guangyan Zhang and
Qichao Wang and
Steven Y. Guo and
Irwin King},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Recent Advances in Speech Language Models: {A} Survey},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {13943--13970},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.682/},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CuiYJMZWGK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CuiJMK25,
author = {Wenqian Cui and
Xiaoqi Jiao and
Ziqiao Meng and
Irwin King},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {VoxEval: Benchmarking the Knowledge Understanding Capabilities of
End-to-End Spoken Language Models},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {16735--16753},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.818/},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CuiJMK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZ0LYKK25,
author = {Yifei Zhang and
Hao Zhu and
Menglin Yang and
Jiahong Liu and
Rex Ying and
Irwin King and
Piotr Koniusz},
editor = {Yizhou Sun and
Flavio Chierichetti and
Hady W. Lauw and
Claudia Perlich and
Wee Hyong Tok and
Andrew Tomkins},
title = {Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph
Contrastive Learning},
booktitle = {Proceedings of the 31st {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, V.1, {KDD} 2025, Toronto, ON, Canada, August 3-7,
2025},
pages = {1984--1995},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3690624.3709249},
doi = {10.1145/3690624.3709249},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZ0LYKK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PanLLGDWKY25,
author = {Leyi Pan and
Aiwei Liu and
Yijian Lu and
Zitian Gao and
Yichen Di and
Lijie Wen and
Irwin King and
Philip S. Yu},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {WaterSeeker: Pioneering Efficient Detection of Watermarked Segments
in Large Documents},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2025, Albuquerque, New Mexico, USA, April 29 - May 4, 2025},
pages = {2866--2882},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.findings-naacl.156},
doi = {10.18653/V1/2025.FINDINGS-NAACL.156},
timestamp = {Thu, 14 Aug 2025 11:29:01 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PanLLGDWKY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiYXJQGLK25,
author = {Muzhi Li and
Cehao Yang and
Chengjin Xu and
Xuhui Jiang and
Yiyan Qi and
Jian Guo and
Ho{-}fung Leung and
Irwin King},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {Retrieval, Reasoning, Re-ranking: {A} Context-Enriched Framework for
Knowledge Graph Completion},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {4349--4363},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-long.221},
doi = {10.18653/V1/2025.NAACL-LONG.221},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LiYXJQGLK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/QiuOWLLK25,
author = {Zexuan Qiu and
Zijing Ou and
Bin Wu and
Jingjing Li and
Aiwei Liu and
Irwin King},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {Entropy-Based Decoding for Retrieval-Augmented Large Language Models},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {4616--4627},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-long.236},
doi = {10.18653/V1/2025.NAACL-LONG.236},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/QiuOWLLK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/WangLLYHLFKLL25,
author = {Yixuan Wang and
Jiayi Li and
Jingqi Li and
Shen Yang and
Yuhan Huang and
Xinyuan Liu and
Yimin Fan and
Irwin King and
Yumei Li and
Yu Li},
editor = {Sriram Sankararaman},
title = {cfDecon: Accurate and Interpretable Methylation-Based Cell Type Deconvolution
for Cell-Free {DNA}},
booktitle = {Research in Computational Molecular Biology - 29th International Conference,
{RECOMB} 2025, Seoul, South Korea, April 26-29, 2025, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {15647},
pages = {307--311},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-031-90252-9\_28},
doi = {10.1007/978-3-031-90252-9\_28},
timestamp = {Tue, 13 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/WangLLYHLFKLL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiZLCRKL25,
author = {Yuhan Li and
Xinni Zhang and
Linhao Luo and
Heng Chang and
Yuxiang Ren and
Irwin King and
Jia Li},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin{-}Eytan and
Zi Helen Huang and
Elad Yom{-}Tov},
title = {G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable
Recommendation},
booktitle = {Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025, Sydney,
NSW, Australia, 28 April 2025- 2 May 2025},
pages = {240--251},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3696410.3714727},
doi = {10.1145/3696410.3714727},
timestamp = {Sun, 02 Nov 2025 21:27:17 +0100},
biburl = {https://dblp.org/rec/conf/www/LiZLCRKL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KingLXZ025,
author = {Irwin King and
Guodong Long and
Zenglin Xu and
Yifei Zhang and
Han Yu},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin{-}Eytan and
Zi Helen Huang and
Elad Yom{-}Tov},
title = {FL@FM-TheWebConf'25: International Workshop on Federated Foundation
Models for the Web 2025},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
pages = {1733--1734},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3701716.3717650},
doi = {10.1145/3701716.3717650},
timestamp = {Sun, 02 Nov 2025 21:27:17 +0100},
biburl = {https://dblp.org/rec/conf/www/KingLXZ025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SongKH25,
author = {Zixing Song and
Irwin King and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin{-}Eytan and
Zi Helen Huang and
Elad Yom{-}Tov},
title = {FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation
with Enhanced Communication Efficiency},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
pages = {1752--1756},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3701716.3717648},
doi = {10.1145/3701716.3717648},
timestamp = {Sun, 02 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/SongKH25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-00365,
author = {Menglin Yang and
Jialin Chen and
Yifei Zhang and
Jiahong Liu and
Jiasheng Zhang and
Qiyao Ma and
Harshit Verma and
Qianru Zhang and
Min Zhou and
Irwin King and
Rex Ying},
title = {Low-Rank Adaptation for Foundation Models: {A} Comprehensive Review},
journal = {CoRR},
volume = {abs/2501.00365},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.00365},
doi = {10.48550/ARXIV.2501.00365},
eprinttype = {arXiv},
eprint = {2501.00365},
timestamp = {Thu, 06 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-00365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-01195,
author = {Wenqian Cui and
Xiangling Fu and
Shaohui Liu and
Mingjun Gu and
Xien Liu and
Ji Wu and
Irwin King},
title = {Data Augmentation Techniques for Chinese Disease Name Normalization},
journal = {CoRR},
volume = {abs/2501.01195},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.01195},
doi = {10.48550/ARXIV.2501.01195},
eprinttype = {arXiv},
eprint = {2501.01195},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-01195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-01945,
author = {Weizhi Zhang and
Yuanchen Bei and
Liangwei Yang and
Henry Peng Zou and
Peilin Zhou and
Aiwei Liu and
Yinghui Li and
Hao Chen and
Jianling Wang and
Yu Wang and
Feiran Huang and
Sheng Zhou and
Jiajun Bu and
Allen Lin and
James Caverlee and
Fakhri Karray and
Irwin King and
Philip S. Yu},
title = {Cold-Start Recommendation towards the Era of Large Language Models
(LLMs): {A} Comprehensive Survey and Roadmap},
journal = {CoRR},
volume = {abs/2501.01945},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.01945},
doi = {10.48550/ARXIV.2501.01945},
eprinttype = {arXiv},
eprint = {2501.01945},
timestamp = {Wed, 19 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-01945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-04962,
author = {Wenqian Cui and
Xiaoqi Jiao and
Ziqiao Meng and
Irwin King},
title = {VoxEval: Benchmarking the Knowledge Understanding Capabilities of
End-to-End Spoken Language Models},
journal = {CoRR},
volume = {abs/2501.04962},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.04962},
doi = {10.48550/ARXIV.2501.04962},
eprinttype = {arXiv},
eprint = {2501.04962},
timestamp = {Wed, 19 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-04962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-16698,
author = {Yueen Ma and
Yuzheng Zhuang and
Jianye Hao and
Irwin King},
title = {3D-MoE: {A} Mixture-of-Experts Multi-modal {LLM} for 3D Vision and
Pose Diffusion via Rectified Flow},
journal = {CoRR},
volume = {abs/2501.16698},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.16698},
doi = {10.48550/ARXIV.2501.16698},
eprinttype = {arXiv},
eprint = {2501.16698},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-16698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-05467,
author = {Jingheng Ye and
Shen Wang and
Deqing Zou and
Yibo Yan and
Kun Wang and
Hai{-}Tao Zheng and
Zenglin Xu and
Irwin King and
Philip S. Yu and
Qingsong Wen},
title = {Position: LLMs Can be Good Tutors in Foreign Language Education},
journal = {CoRR},
volume = {abs/2502.05467},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.05467},
doi = {10.48550/ARXIV.2502.05467},
eprinttype = {arXiv},
eprint = {2502.05467},
timestamp = {Sun, 10 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-05467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-11528,
author = {Jiahong Liu and
Zexuan Qiu and
Zhongyang Li and
Quanyu Dai and
Jieming Zhu and
Minda Hu and
Menglin Yang and
Irwin King},
title = {A Survey of Personalized Large Language Models: Progress and Future
Directions},
journal = {CoRR},
volume = {abs/2502.11528},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.11528},
doi = {10.48550/ARXIV.2502.11528},
eprinttype = {arXiv},
eprint = {2502.11528},
timestamp = {Fri, 21 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-11528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-11598,
author = {Leyi Pan and
Aiwei Liu and
Shiyu Huang and
Yijian Lu and
Xuming Hu and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {Can {LLM} Watermarks Robustly Prevent Unauthorized Knowledge Distillation?},
journal = {CoRR},
volume = {abs/2502.11598},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.11598},
doi = {10.48550/ARXIV.2502.11598},
eprinttype = {arXiv},
eprint = {2502.11598},
timestamp = {Fri, 21 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-11598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-12586,
author = {Yuhan Li and
Xinni Zhang and
Linhao Luo and
Heng Chang and
Yuxiang Ren and
Irwin King and
Jia Li},
title = {G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable
Recommendation},
journal = {CoRR},
volume = {abs/2502.12586},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.12586},
doi = {10.48550/ARXIV.2502.12586},
eprinttype = {arXiv},
eprint = {2502.12586},
timestamp = {Tue, 06 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-12586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-08594,
author = {Ziqiao Meng and
Qichao Wang and
Zhipeng Zhou and
Irwin King and
Peilin Zhao},
title = {3D Point Cloud Generation via Autoregressive Up-sampling},
journal = {CoRR},
volume = {abs/2503.08594},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.08594},
doi = {10.48550/ARXIV.2503.08594},
eprinttype = {arXiv},
eprint = {2503.08594},
timestamp = {Sun, 13 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-08594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-24235,
author = {Qiyuan Zhang and
Fuyuan Lyu and
Zexu Sun and
Lei Wang and
Weixu Zhang and
Zhihan Guo and
Yufei Wang and
Irwin King and
Xue Liu and
Chen Ma},
title = {What, How, Where, and How Well? {A} Survey on Test-Time Scaling in
Large Language Models},
journal = {CoRR},
volume = {abs/2503.24235},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.24235},
doi = {10.48550/ARXIV.2503.24235},
eprinttype = {arXiv},
eprint = {2503.24235},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-24235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-08896,
author = {Neil He and
Jiahong Liu and
Buze Zhang and
Ngoc Bui and
Ali Maatouk and
Menglin Yang and
Irwin King and
Melanie Weber and
Rex Ying},
title = {Position: Beyond Euclidean - Foundation Models Should Embrace Non-Euclidean
Geometries},
journal = {CoRR},
volume = {abs/2504.08896},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.08896},
doi = {10.48550/ARXIV.2504.08896},
eprinttype = {arXiv},
eprint = {2504.08896},
timestamp = {Mon, 26 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-08896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-14280,
author = {Jindong Li and
Yongguang Li and
Yali Fu and
Jiahong Liu and
Yixin Liu and
Menglin Yang and
Irwin King},
title = {CLIP-Powered Domain Generalization and Domain Adaptation: {A} Comprehensive
Survey},
journal = {CoRR},
volume = {abs/2504.14280},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.14280},
doi = {10.48550/ARXIV.2504.14280},
eprinttype = {arXiv},
eprint = {2504.14280},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-14280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-15504,
author = {Conghao Xiong and
Zhengrui Guo and
Zhe Xu and
Yifei Zhang and
Raymond Kai{-}Yu Tong and
Si Yong Yeo and
Hao Chen and
Joseph J. Y. Sung and
Irwin King},
title = {Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole
Slide Image Classification},
journal = {CoRR},
volume = {abs/2505.15504},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.15504},
doi = {10.48550/ARXIV.2505.15504},
eprinttype = {arXiv},
eprint = {2505.15504},
timestamp = {Wed, 17 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-15504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-17086,
author = {Yihong Wu and
Liheng Ma and
Muzhi Li and
Jiaming Zhou and
Jianye Hao and
Ho{-}fung Leung and
Irwin King and
Yingxue Zhang and
Jian{-}Yun Nie},
title = {Reinforcing Question Answering Agents with Minimalist Policy Gradient
Optimization},
journal = {CoRR},
volume = {abs/2505.17086},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.17086},
doi = {10.48550/ARXIV.2505.17086},
eprinttype = {arXiv},
eprint = {2505.17086},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-17086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-20013,
author = {Minda Hu and
Tianqing Fang and
Jianshu Zhang and
Junyu Ma and
Zhisong Zhang and
Jingyan Zhou and
Hongming Zhang and
Haitao Mi and
Dong Yu and
Irwin King},
title = {WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought
in Reflection, Branching, and Rollback},
journal = {CoRR},
volume = {abs/2505.20013},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.20013},
doi = {10.48550/ARXIV.2505.20013},
eprinttype = {arXiv},
eprint = {2505.20013},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-20013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-20992,
author = {Meng Qin and
Jiahong Liu and
Irwin King},
title = {Efficient Identity and Position Graph Embedding via Spectral-Based
Random Feature Aggregation},
journal = {CoRR},
volume = {abs/2505.20992},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.20992},
doi = {10.48550/ARXIV.2505.20992},
eprinttype = {arXiv},
eprint = {2505.20992},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-20992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-00975,
author = {Qichao Wang and
Ziqiao Meng and
Wenqian Cui and
Yifei Zhang and
Pengcheng Wu and
Bingzhe Wu and
Irwin King and
Liang Chen and
Peilin Zhao},
title = {{NTPP:} Generative Speech Language Modeling for Dual-Channel Spoken
Dialogue via Next-Token-Pair Prediction},
journal = {CoRR},
volume = {abs/2506.00975},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.00975},
doi = {10.48550/ARXIV.2506.00975},
eprinttype = {arXiv},
eprint = {2506.00975},
timestamp = {Sun, 06 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-00975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-02690,
author = {Yurui Zhao and
Xiang Wang and
Jiahong Liu and
Irwin King and
Zhitao Huang},
title = {Towards Geometry Problem Solving in the Large Model Era: {A} Survey},
journal = {CoRR},
volume = {abs/2506.02690},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.02690},
doi = {10.48550/ARXIV.2506.02690},
eprinttype = {arXiv},
eprint = {2506.02690},
timestamp = {Fri, 17 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-02690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-02750,
author = {Yankai Chen and
Yue Que and
Xinni Zhang and
Chen Ma and
Irwin King},
title = {Learning Binarized Representations with Pseudo-positive Sample Enhancement
for Efficient Graph Collaborative Filtering},
journal = {CoRR},
volume = {abs/2506.02750},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.02750},
doi = {10.48550/ARXIV.2506.02750},
eprinttype = {arXiv},
eprint = {2506.02750},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-02750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-16024,
author = {Zhihan Guo and
Jiele Wu and
Wenqian Cui and
Yifei Zhang and
Minda Hu and
Yufei Wang and
Irwin King},
title = {From General to Targeted Rewards: Surpassing {GPT-4} in Open-Ended
Long-Context Generation},
journal = {CoRR},
volume = {abs/2506.16024},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.16024},
doi = {10.48550/ARXIV.2506.16024},
eprinttype = {arXiv},
eprint = {2506.16024},
timestamp = {Sun, 13 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-16024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-18019,
author = {Yuanchen Bei and
Weizhi Zhang and
Siwen Wang and
Weizhi Chen and
Sheng Zhou and
Hao Chen and
Yong Li and
Jiajun Bu and
Shirui Pan and
Yizhou Yu and
Irwin King and
Fakhri Karray and
Philip S. Yu},
title = {Graphs Meet {AI} Agents: Taxonomy, Progress, and Future Opportunities},
journal = {CoRR},
volume = {abs/2506.18019},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.18019},
doi = {10.48550/ARXIV.2506.18019},
eprinttype = {arXiv},
eprint = {2506.18019},
timestamp = {Sun, 13 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-18019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-18959,
author = {Weizhi Zhang and
Yangning Li and
Yuanchen Bei and
Junyu Luo and
Guancheng Wan and
Liangwei Yang and
Chenxuan Xie and
Yuyao Yang and
Wei{-}Chieh Huang and
Chunyu Miao and
Henry Peng Zou and
Xiao Luo and
Yusheng Zhao and
Yankai Chen and
Chunkit Chan and
Peilin Zhou and
Xinyang Zhang and
Chenwei Zhang and
Jingbo Shang and
Ming Zhang and
Yangqiu Song and
Irwin King and
Philip S. Yu},
title = {From Web Search towards Agentic Deep Research: Incentivizing Search
with Reasoning Agents},
journal = {CoRR},
volume = {abs/2506.18959},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.18959},
doi = {10.48550/ARXIV.2506.18959},
eprinttype = {arXiv},
eprint = {2506.18959},
timestamp = {Sun, 13 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-18959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-22920,
author = {Jindong Li and
Yali Fu and
Jiahong Liu and
Linxiao Cao and
Wei Ji and
Menglin Yang and
Irwin King and
Ming{-}Hsuan Yang},
title = {Discrete Tokenization for Multimodal LLMs: {A} Comprehensive Survey},
journal = {CoRR},
volume = {abs/2507.22920},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.22920},
doi = {10.48550/ARXIV.2507.22920},
eprinttype = {arXiv},
eprint = {2507.22920},
timestamp = {Wed, 10 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-22920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-01251,
author = {Hung{-}Chieh Fang and
Hsuan{-}Tien Lin and
Irwin King and
Yifei Zhang},
title = {Soft Separation and Distillation: Toward Global Uniformity in Federated
Unsupervised Learning},
journal = {CoRR},
volume = {abs/2508.01251},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.01251},
doi = {10.48550/ARXIV.2508.01251},
eprinttype = {arXiv},
eprint = {2508.01251},
timestamp = {Wed, 10 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-01251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-07375,
author = {Wenqian Cui and
Lei Zhu and
Xiaohui Li and
Zhihan Guo and
Haoli Bai and
Lu Hou and
Irwin King},
title = {Think Before You Talk: Enhancing Meaningful Dialogue Generation in
Full-Duplex Speech Language Models with Planning-Inspired Text Guidance},
journal = {CoRR},
volume = {abs/2508.07375},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.07375},
doi = {10.48550/ARXIV.2508.07375},
eprinttype = {arXiv},
eprint = {2508.07375},
timestamp = {Sat, 13 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-07375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-02350,
author = {Jindong Li and
Yali Fu and
Li Fan and
Jiahong Liu and
Yao Shu and
Chengwei Qin and
Menglin Yang and
Irwin King and
Rex Ying},
title = {Implicit Reasoning in Large Language Models: {A} Comprehensive Survey},
journal = {CoRR},
volume = {abs/2509.02350},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.02350},
doi = {10.48550/ARXIV.2509.02350},
eprinttype = {arXiv},
eprint = {2509.02350},
timestamp = {Mon, 13 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-02350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-10569,
author = {Leyi Pan and
Sheng Guan and
Zheyu Fu and
Luyang Si and
Zian Wang and
Xuming Hu and
Irwin King and
Philip S. Yu and
Aiwei Liu and
Lijie Wen},
title = {MarkDiffusion: An Open-Source Toolkit for Generative Watermarking
of Latent Diffusion Models},
journal = {CoRR},
volume = {abs/2509.10569},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.10569},
doi = {10.48550/ARXIV.2509.10569},
eprinttype = {arXiv},
eprint = {2509.10569},
timestamp = {Mon, 13 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-10569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-23071,
author = {Muzhi Li and
Jinhu Qi and
Yihong Wu and
Minghao Zhao and
Liheng Ma and
Yifan Li and
Xinyu Wang and
Yingxue Zhang and
Ho{-}fung Leung and
Irwin King},
title = {From Evidence to Trajectory: Abductive Reasoning Path Synthesis for
Training Retrieval-Augmented Generation Agents},
journal = {CoRR},
volume = {abs/2509.23071},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.23071},
doi = {10.48550/ARXIV.2509.23071},
eprinttype = {arXiv},
eprint = {2509.23071},
timestamp = {Thu, 23 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-23071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-05613,
author = {Ziqiao Meng and
Qichao Wang and
Zhiyang Dou and
Zixing Song and
Zhipeng Zhou and
Irwin King and
Peilin Zhao},
title = {PointNSP: Autoregressive 3D Point Cloud Generation with Next-Scale
Level-of-Detail Prediction},
journal = {CoRR},
volume = {abs/2510.05613},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.05613},
doi = {10.48550/ARXIV.2510.05613},
eprinttype = {arXiv},
eprint = {2510.05613},
timestamp = {Sun, 09 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-05613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-06186,
author = {Chunyu Miao and
Henry Peng Zou and
Yangning Li and
Yankai Chen and
Yibo Wang and
Fangxin Wang and
Yifan Li and
Wooseong Yang and
Bowei He and
Xinni Zhang and
Dianzhi Yu and
Hanchen Yang and
Hoang H. Nguyen and
Yue Zhou and
Jie Yang and
Jizhou Guo and
Wenzhe Fan and
Chin{-}Yuan Yeh and
Panpan Meng and
Liancheng Fang and
Jinhu Qi and
Wei{-}Chieh Huang and
Zhengyao Gu and
Yuwei Han and
Langzhou He and
Yuyao Yang and
Yinghui Li and
Hai{-}Tao Zheng and
Xue Liu and
Irwin King and
Philip S. Yu},
title = {{RECODE-H:} {A} Benchmark for Research Code Development with Interactive
Human Feedback},
journal = {CoRR},
volume = {abs/2510.06186},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.06186},
doi = {10.48550/ARXIV.2510.06186},
eprinttype = {arXiv},
eprint = {2510.06186},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-06186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ZhengWCWWKL24,
author = {Chuanyang Zheng and
Yixuan Wang and
Yuqi Cheng and
Xuesong Wang and
Hongxin Wei and
Irwin King and
Yu Li},
title = {scNovel: a scalable deep learning-based network for novel rare cell
discovery in single-cell transcriptomics},
journal = {Briefings Bioinform.},
volume = {25},
number = {3},
year = {2024},
url = {https://doi.org/10.1093/bib/bbae112},
doi = {10.1093/BIB/BBAE112},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ZhengWCWWKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LiHWLFKJWSL24,
author = {Qing Li and
Zhihang Hu and
Yixuan Wang and
Lei Li and
Yimin Fan and
Irwin King and
Gengjie Jia and
Sheng Wang and
Le Song and
Yu Li},
title = {Progress and opportunities of foundation models in bioinformatics},
journal = {Briefings Bioinform.},
volume = {25},
number = {6},
year = {2024},
url = {https://doi.org/10.1093/bib/bbae548},
doi = {10.1093/BIB/BBAE548},
timestamp = {Thu, 22 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/LiHWLFKJWSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caeai/ChiuCYCMKWY24,
author = {Thomas K. F. Chiu and
Yifan Chen and
King Woon Yau and
Ching Sing Chai and
Helen Meng and
Irwin King and
Savio Wong and
Yeung Yam},
title = {Developing and validating measures for {AI} literacy tests: From self-reported
to objective measures},
journal = {Comput. Educ. Artif. Intell.},
volume = {7},
pages = {100282},
year = {2024},
url = {https://doi.org/10.1016/j.caeai.2024.100282},
doi = {10.1016/J.CAEAI.2024.100282},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caeai/ChiuCYCMKWY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ncs/WongHKHWWHOLRYJZICZKLC24,
author = {Felix Wong and
Dongchen He and
Aarti Krishnan and
Liang Hong and
Alexander Z. Wang and
Jiuming Wang and
Zhihang Hu and
Satotaka Omori and
Alicia Li and
Jiahua Rao and
Qinze Yu and
Wengong Jin and
Tianqing Zhang and
Katherine Ilia and
Jack X. Chen and
Shuangjia Zheng and
Irwin King and
Yu Li and
James J. Collins},
title = {Deep generative design of {RNA} aptamers using structural predictions},
journal = {Nat. Comput. Sci.},
volume = {4},
number = {11},
pages = {829--839},
year = {2024},
url = {https://doi.org/10.1038/s43588-024-00720-6},
doi = {10.1038/S43588-024-00720-6},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ncs/WongHKHWWHOLRYJZICZKLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/FuK24,
author = {Xinyu Fu and
Irwin King},
title = {{MECCH:} Metapath Context Convolution-based Heterogeneous Graph Neural
Networks},
journal = {Neural Networks},
volume = {170},
pages = {266--275},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2023.11.030},
doi = {10.1016/J.NEUNET.2023.11.030},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/FuK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JinKWZAWKP24,
author = {Ming Jin and
Huan Yee Koh and
Qingsong Wen and
Daniele Zambon and
Cesare Alippi and
Geoffrey I. Webb and
Irwin King and
Shirui Pan},
title = {A Survey on Graph Neural Networks for Time Series: Forecasting, Classification,
Imputation, and Anomaly Detection},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {12},
pages = {10466--10485},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2024.3443141},
doi = {10.1109/TPAMI.2024.3443141},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JinKWZAWKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZhangZLFCXK24,
author = {Yifei Zhang and
Dun Zeng and
Jinglong Luo and
Xinyu Fu and
Guanzhong Chen and
Zenglin Xu and
Irwin King},
title = {A Survey of Trustworthy Federated Learning: Issues, Solutions, and
Challenges},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {15},
number = {6},
pages = {112:1--112:47},
year = {2024},
url = {https://doi.org/10.1145/3678181},
doi = {10.1145/3678181},
timestamp = {Sat, 25 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/ZhangZLFCXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuHZLMWKY24,
author = {Xuming Hu and
Zhaochen Hong and
Chenwei Zhang and
Aiwei Liu and
Shiao Meng and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {Reading Broadly to Open Your Mind: Improving Open Relation Extraction
With Search Documents Under Self-Supervisions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2026--2040},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3317139},
doi = {10.1109/TKDE.2023.3317139},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HuHZLMWKY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiangXSKQY24,
author = {Langzhang Liang and
Zenglin Xu and
Zixing Song and
Irwin King and
Yuan Qi and
Jieping Ye},
title = {Tackling Long-Tailed Distribution Issue in Graph Neural Networks via
Normalization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2213--2223},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3315284},
doi = {10.1109/TKDE.2023.3315284},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiangXSKQY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenFZMHK24,
author = {Yankai Chen and
Yixiang Fang and
Yifei Zhang and
Chenhao Ma and
Yang Hong and
Irwin King},
title = {Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive
Hashing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {12},
pages = {9418--9432},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2024.3425891},
doi = {10.1109/TKDE.2024.3425891},
timestamp = {Sun, 22 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenFZMHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiaLSTK24,
author = {Feng Xia and
Renaud Lambiotte and
Neil Shah and
Hanghang Tong and
Irwin King},
title = {Guest Editorial: Special Issue on Graph Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {9},
pages = {11630--11633},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2024.3427528},
doi = {10.1109/TNNLS.2024.3427528},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/XiaLSTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Qiu00K24,
author = {Zexuan Qiu and
Jiahong Liu and
Yankai Chen and
Irwin King},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised
Image Retrieval},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {4614--4622},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i5.28261},
doi = {10.1609/AAAI.V38I5.28261},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Qiu00K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001FW0K24,
author = {Yankai Chen and
Yixiang Fang and
Qiongyan Wang and
Xin Cao and
Irwin King},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Deep Structural Knowledge Exploitation and Synergy for Estimating
Node Importance Value on Heterogeneous Information Networks},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {8302--8310},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28671},
doi = {10.1609/AAAI.V38I8.28671},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/0001FW0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SongMK24,
author = {Zixing Song and
Ziqiao Meng and
Irwin King},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {A Diffusion-Based Pre-training Framework for Crystal Property Prediction},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {8993--9001},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28748},
doi = {10.1609/AAAI.V38I8.28748},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SongMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang00FK24,
author = {Xinni Zhang and
Yankai Chen and
Chenhao Ma and
Yixiang Fang and
Irwin King},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Influential Exemplar Replay for Incremental Learning in Recommender
Systems},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {9368--9376},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28790},
doi = {10.1609/AAAI.V38I8.28790},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Zhang00FK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LuLY0K24,
author = {Yijian Lu and
Aiwei Liu and
Dianzhi Yu and
Jingjing Li and
Irwin King},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {An Entropy-based Text Watermarking Detection Method},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {11724--11735},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.630},
doi = {10.18653/V1/2024.ACL-LONG.630},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/LuLY0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/CuiFLGL0K24,
author = {Wenqian Cui and
Xiangling Fu and
Shaohui Liu and
Mingjun Gu and
Xien Liu and
Ji Wu and
Irwin King},
editor = {Mario Cannataro and
Huiru Jane Zheng and
Lin Gao and
Jianlin Cheng and
Jo{\~{a}}o Lu{\'{\i}}s de Miranda and
Ester Zumpano and
Xiaohua Hu and
Young{-}Rae Cho and
Taesung Park},
title = {Data Augmentation Techniques for Chinese Disease Name Normalization},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2024, Lisbon, Portugal, December 3-6, 2024},
pages = {3134--3137},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BIBM62325.2024.10821986},
doi = {10.1109/BIBM62325.2024.10821986},
timestamp = {Mon, 03 Feb 2025 17:16:55 +0100},
biburl = {https://dblp.org/rec/conf/bibm/CuiFLGL0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/QiuZ0CLDK24,
author = {Zexuan Qiu and
Jieming Zhu and
Yankai Chen and
Guohao Cai and
Weiwen Liu and
Zhenhua Dong and
Irwin King},
editor = {Edoardo Serra and
Francesca Spezzano},
title = {{EASE:} Learning Lightweight Semantic Feature Adapters from Large
Language Models for {CTR} Prediction},
booktitle = {Proceedings of the 33rd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
2024},
pages = {4819--4827},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3627673.3680048},
doi = {10.1145/3627673.3680048},
timestamp = {Sun, 19 Jan 2025 13:12:29 +0100},
biburl = {https://dblp.org/rec/conf/cikm/QiuZ0CLDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuZ0Z0GW0K24,
author = {Minda Hu and
Licheng Zong and
Hongru Wang and
Jingyan Zhou and
Jingjing Li and
Yichen Gao and
Kam{-}Fai Wong and
Yu Li and
Irwin King},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented
Generation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
pages = {1321--1335},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.71},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.71},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuZ0Z0GW0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QiuLHJZK24,
author = {Zexuan Qiu and
Jingjing Li and
Shijue Huang and
Xiaoqi Jiao and
Wanjun Zhong and
Irwin King},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {CLongEval: {A} Chinese Benchmark for Evaluating Long-Context Large
Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
pages = {3985--4004},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.230},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.230},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/QiuLHJZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuPH0WKY24,
author = {Aiwei Liu and
Leyi Pan and
Xuming Hu and
Shuang Li and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {An Unforgeable Publicly Verifiable Watermark for Large Language Models},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=gMLQwKDY3N},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuPH0WKY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/TangKX24,
author = {Shujiong Tang and
Irwin King and
Zenglin Xu},
editor = {Mufti Mahmud and
Maryam Doborjeh and
Kevin Kok Wai Wong and
Andrew Chi{-}Sing Leung and
Zohreh Doborjeh and
M. Tanveer},
title = {Combining Explicit Priors and Set Attention Driven Implicit Priors
for Demonstration-Guided Reinforcement Learning},
booktitle = {Neural Information Processing - 31st International Conference, {ICONIP}
2024, Auckland, New Zealand, December 2-6, 2024, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {15289},
pages = {132--146},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-96-6585-3\_10},
doi = {10.1007/978-981-96-6585-3\_10},
timestamp = {Tue, 15 Jul 2025 07:25:57 +0200},
biburl = {https://dblp.org/rec/conf/iconip/TangKX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Meng0SXZK24,
author = {Ziqiao Meng and
Liang Zeng and
Zixing Song and
Tingyang Xu and
Peilin Zhao and
Irwin King},
title = {Towards Geometric Normalization Techniques in {SE(3)} Equivariant
Graph Neural Networks for Physical Dynamics Simulations},
booktitle = {Proceedings of the Thirty-Third International Joint Conference on
Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
2024},
pages = {5981--5989},
publisher = {ijcai.org},
year = {2024},
url = {https://www.ijcai.org/proceedings/2024/661},
timestamp = {Fri, 18 Oct 2024 10:53:17 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Meng0SXZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SongYZ0XK24,
author = {Zixing Song and
Xiangli Yang and
Yifei Zhang and
Xinyu Fu and
Zenglin Xu and
Irwin King},
title = {A Systematic Survey on Federated Semi-supervised Learning},
booktitle = {Proceedings of the Thirty-Third International Joint Conference on
Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
2024},
pages = {8244--8252},
publisher = {ijcai.org},
year = {2024},
url = {https://www.ijcai.org/proceedings/2024/911},
timestamp = {Fri, 18 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SongYZ0XK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuYK24,
author = {Tianyu Liu and
Ruixin Yan and
Irwin King},
title = {Anomaly Detection on Attributed Network Based on Hyperbolic Radial
Distance},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10649904},
doi = {10.1109/IJCNN60899.2024.10649904},
timestamp = {Thu, 19 Sep 2024 10:41:53 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuYK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangLXLKL24,
author = {Hongye Wang and
Ruonan Li and
Zenglin Xu and
Jinlong Li and
Irwin King and
Jie Liu},
title = {Federated Learning for Vehicle Trajectory Prediction: Methodology
and Benchmark Study},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650788},
doi = {10.1109/IJCNN60899.2024.10650788},
timestamp = {Fri, 31 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangLXLKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YeZCZXK24,
author = {Zhenxiong Ye and
Weiming Zeng and
Yunhua Chen and
Ling Zhang and
Jinsheng Xiao and
Irwin King},
title = {Group {IF} Units with Membrane Potential Sharing for High-Accuracy
Low-Latency Spiking Neural Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650174},
doi = {10.1109/IJCNN60899.2024.10650174},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YeZCZXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhongZCXK24,
author = {Jinyu Zhong and
Weiming Zeng and
Yunhua Chen and
Jinsheng Xiao and
Irwin King},
title = {Efficient Spatio-temporal Event Representation Based on Kalman Filtering
and Linear Weighted Timestamps},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--7},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10649964},
doi = {10.1109/IJCNN60899.2024.10649964},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhongZCXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001TS0K24,
author = {Yankai Chen and
Quoc{-}Tuan Truong and
Xin Shen and
Jin Li and
Irwin King},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Shopping Trajectory Representation Learning with Pre-training for
E-commerce Customer Understanding and Recommendation},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {385--396},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671747},
doi = {10.1145/3637528.3671747},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001TS0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001VZ0KY24,
author = {Menglin Yang and
Harshit Verma and
Delvin Ce Zhang and
Jiahong Liu and
Irwin King and
Rex Ying},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {3770--3781},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3672039},
doi = {10.1145/3637528.3672039},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001VZ0KY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZS00MKK24,
author = {Yifei Zhang and
Hao Zhu and
Zixing Song and
Yankai Chen and
Xinyu Fu and
Ziqiao Meng and
Piotr Koniusz and
Irwin King},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Geometric View of Soft Decorrelation in Self-Supervised Learning},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {4338--4349},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671914},
doi = {10.1145/3637528.3671914},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZS00MKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/XiongCZWZSK24,
author = {Conghao Xiong and
Hao Chen and
Hao Zheng and
Dong Wei and
Yefeng Zheng and
Joseph J. Y. Sung and
Irwin King},
editor = {Marius George Linguraru and
Qi Dou and
Aasa Feragen and
Stamatia Giannarou and
Ben Glocker and
Karim Lekadir and
Julia A. Schnabel},
title = {MoME: Mixture of Multimodal Experts for Cancer Survival Prediction},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2024 - 27th International Conference, Marrakesh, Morocco, October
6-10, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {15004},
pages = {318--328},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-72083-3\_30},
doi = {10.1007/978-3-031-72083-3\_30},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/XiongCZWZSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/XiongLCZWZSK24,
author = {Conghao Xiong and
Yi Lin and
Hao Chen and
Hao Zheng and
Dong Wei and
Yefeng Zheng and
Joseph J. Y. Sung and
Irwin King},
editor = {Marius George Linguraru and
Qi Dou and
Aasa Feragen and
Stamatia Giannarou and
Ben Glocker and
Karim Lekadir and
Julia A. Schnabel},
title = {{TAKT:} Target-Aware Knowledge Transfer for Whole Slide Image Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2024 - 27th International Conference, Marrakesh, Morocco, October
6-10, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {15004},
pages = {503--513},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-72083-3\_47},
doi = {10.1007/978-3-031-72083-3\_47},
timestamp = {Wed, 05 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/XiongLCZWZSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MaCLSZK24,
author = {Yueen Ma and
Dafeng Chi and
Jingjing Li and
Kai Song and
Yuzheng Zhuang and
Irwin King},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {{VOLTA:} Improving Generative Diversity by Variational Mutual Information
Maximizing Autoencoder},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {364--378},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.26},
doi = {10.18653/V1/2024.FINDINGS-NAACL.26},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/MaCLSZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GuoZZXK24,
author = {Zhihan Guo and
Yifei Zhang and
Zhuo Zhang and
Zenglin Xu and
Irwin King},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based
Language Family Clustering},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {1519--1528},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.98},
doi = {10.18653/V1/2024.FINDINGS-NAACL.98},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/GuoZZXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhouHLZWKM24,
author = {Jingyan Zhou and
Minda Hu and
Junan Li and
Xiaoying Zhang and
Xixin Wu and
Irwin King and
Helen Meng},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through
the Lens of Moral Theories?},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {2227--2242},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.144},
doi = {10.18653/V1/2024.FINDINGS-NAACL.144},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhouHLZWKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiHKL24,
author = {Muzhi Li and
Minda Hu and
Irwin King and
Ho{-}fung Leung},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {The Integration of Semantic and Structural Knowledge in Knowledge
Graph Entity Typing},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {6625--6638},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.369},
doi = {10.18653/V1/2024.NAACL-LONG.369},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LiHKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiWXK24,
author = {Junfan Li and
Zheshun Wu and
Zenglin Xu and
Irwin King},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {On the Necessity of Collaboration for Online Model Selection with
Decentralized Data},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/9b9aa183c3ab49380e0f306e9f130acf-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiWXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KingLX024,
author = {Irwin King and
Guodong Long and
Zenglin Xu and
Han Yu},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {FL@FM-TheWebConf'24: International Workshop on Federated Foundation
Models for the Web},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {1546--1547},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3641298},
doi = {10.1145/3589335.3641298},
timestamp = {Sun, 19 Jan 2025 13:10:18 +0100},
biburl = {https://dblp.org/rec/conf/www/KingLX024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GuoZZXK24,
author = {Zhihan Guo and
Yifei Zhang and
Zhuo Zhang and
Zenglin Xu and
Irwin King},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language
Tree for Multilingual Modeling},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {1558--1567},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3651933},
doi = {10.1145/3589335.3651933},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/GuoZZXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/premi/2021,
editor = {Ashish Ghosh and
Irwin King and
Malay Bhattacharyya and
Shubhra Sankar Ray and
Sankar K. Pal},
title = {Pattern Recognition and Machine Intelligence - 9th International Conference,
PReMI 2021, Kolkata, India, December 15-18, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13102},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-12700-7},
doi = {10.1007/978-3-031-12700-7},
isbn = {978-3-031-12699-4},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/premi/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07212,
author = {Zexuan Qiu and
Jiahong Liu and
Yankai Chen and
Irwin King},
title = {HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised
Image Retrieval},
journal = {CoRR},
volume = {abs/2401.07212},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07212},
doi = {10.48550/ARXIV.2401.07212},
eprinttype = {arXiv},
eprint = {2401.07212},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04286,
author = {Qing Li and
Zhihang Hu and
Yixuan Wang and
Lei Li and
Yimin Fan and
Irwin King and
Le Song and
Yu Li},
title = {Progress and Opportunities of Foundation Models in Bioinformatics},
journal = {CoRR},
volume = {abs/2402.04286},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04286},
doi = {10.48550/ARXIV.2402.04286},
eprinttype = {arXiv},
eprint = {2402.04286},
timestamp = {Thu, 22 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12411,
author = {Yankai Chen and
Yixiang Fang and
Qiongyan Wang and
Xin Cao and
Irwin King},
title = {Deep Structural Knowledge Exploitation and Synergy for Estimating
Node Importance Value on Heterogeneous Information Networks},
journal = {CoRR},
volume = {abs/2402.12411},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12411},
doi = {10.48550/ARXIV.2402.12411},
eprinttype = {arXiv},
eprint = {2402.12411},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03514,
author = {Zexuan Qiu and
Jingjing Li and
Shijue Huang and
Wanjun Zhong and
Irwin King},
title = {CLongEval: {A} Chinese Benchmark for Evaluating Long-Context Large
Language Models},
journal = {CoRR},
volume = {abs/2403.03514},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03514},
doi = {10.48550/ARXIV.2403.03514},
eprinttype = {arXiv},
eprint = {2403.03514},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13485,
author = {Yijian Lu and
Aiwei Liu and
Dianzhi Yu and
Jingjing Li and
Irwin King},
title = {An Entropy-based Text Watermarking Detection Method},
journal = {CoRR},
volume = {abs/2403.13485},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13485},
doi = {10.48550/ARXIV.2403.13485},
eprinttype = {arXiv},
eprint = {2403.13485},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08313,
author = {Muzhi Li and
Minda Hu and
Irwin King and
Ho{-}fung Leung},
title = {The Integration of Semantic and Structural Knowledge in Knowledge
Graph Entity Typing},
journal = {CoRR},
volume = {abs/2404.08313},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08313},
doi = {10.48550/ARXIV.2404.08313},
eprinttype = {arXiv},
eprint = {2404.08313},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09494,
author = {Junfan Li and
Zenglin Xu and
Zheshun Wu and
Irwin King},
title = {On the Necessity of Collaboration in Online Model Selection with Decentralized
Data},
journal = {CoRR},
volume = {abs/2404.09494},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09494},
doi = {10.48550/ARXIV.2404.09494},
eprinttype = {arXiv},
eprint = {2404.09494},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10051,
author = {Leyi Pan and
Aiwei Liu and
Zhiwei He and
Zitian Gao and
Xuandong Zhao and
Yijian Lu and
Binglin Zhou and
Shuliang Liu and
Xuming Hu and
Lijie Wen and
Irwin King},
title = {MarkLLM: An Open-Source Toolkit for {LLM} Watermarking},
journal = {CoRR},
volume = {abs/2405.10051},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10051},
doi = {10.48550/ARXIV.2405.10051},
eprinttype = {arXiv},
eprint = {2405.10051},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14093,
author = {Yueen Ma and
Zixing Song and
Yuzheng Zhuang and
Jianye Hao and
Irwin King},
title = {A Survey on Vision-Language-Action Models for Embodied {AI}},
journal = {CoRR},
volume = {abs/2405.14093},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14093},
doi = {10.48550/ARXIV.2405.14093},
eprinttype = {arXiv},
eprint = {2405.14093},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09696,
author = {Conghao Xiong and
Hao Chen and
Hao Zheng and
Dong Wei and
Yefeng Zheng and
Joseph J. Y. Sung and
Irwin King},
title = {MoME: Mixture of Multimodal Experts for Cancer Survival Prediction},
journal = {CoRR},
volume = {abs/2406.09696},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09696},
doi = {10.48550/ARXIV.2406.09696},
eprinttype = {arXiv},
eprint = {2406.09696},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11258,
author = {Minda Hu and
Licheng Zong and
Hongru Wang and
Jingyan Zhou and
Jingjing Li and
Yichen Gao and
Kam{-}Fai Wong and
Yu Li and
Irwin King},
title = {Enhancing Biomedical Knowledge Retrieval-Augmented Generation with
Self-Rewarding Tree Search and Proximal Policy Optimization},
journal = {CoRR},
volume = {abs/2406.11258},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11258},
doi = {10.48550/ARXIV.2406.11258},
eprinttype = {arXiv},
eprint = {2406.11258},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11267,
author = {Minda Hu and
Bowei He and
Yufei Wang and
Liangyou Li and
Chen Ma and
Irwin King},
title = {Mitigating Large Language Model Hallucination with Faithful Finetuning},
journal = {CoRR},
volume = {abs/2406.11267},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11267},
doi = {10.48550/ARXIV.2406.11267},
eprinttype = {arXiv},
eprint = {2406.11267},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17519,
author = {Zexuan Qiu and
Zijing Ou and
Bin Wu and
Jingjing Li and
Aiwei Liu and
Irwin King},
title = {Entropy-Based Decoding for Retrieval-Augmented Large Language Models},
journal = {CoRR},
volume = {abs/2406.17519},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17519},
doi = {10.48550/ARXIV.2406.17519},
eprinttype = {arXiv},
eprint = {2406.17519},
timestamp = {Tue, 22 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01290,
author = {Menglin Yang and
Harshit Verma and
Delvin Ce Zhang and
Jiahong Liu and
Irwin King and
Rex Ying},
title = {Hypformer: Exploring Efficient Hyperbolic Transformer Fully in Hyperbolic
Space},
journal = {CoRR},
volume = {abs/2407.01290},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01290},
doi = {10.48550/ARXIV.2407.01290},
eprinttype = {arXiv},
eprint = {2407.01290},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-02057,
author = {Yali Fu and
Jindong Li and
Jiahong Liu and
Qianli Xing and
Qi Wang and
Irwin King},
title = {{HC-GLAD:} Dual Hyperbolic Contrastive Learning for Unsupervised Graph-Level
Anomaly Detection},
journal = {CoRR},
volume = {abs/2407.02057},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.02057},
doi = {10.48550/ARXIV.2407.02057},
eprinttype = {arXiv},
eprint = {2407.02057},
timestamp = {Fri, 07 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-02057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01147,
author = {Yueen Ma and
Dafeng Chi and
Shiguang Wu and
Yuecheng Liu and
Yuzheng Zhuang and
Jianye Hao and
Irwin King},
title = {Actra: Optimized Transformer Architecture for Vision-Language-Action
Models in Robot Learning},
journal = {CoRR},
volume = {abs/2408.01147},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.01147},
doi = {10.48550/ARXIV.2408.01147},
eprinttype = {arXiv},
eprint = {2408.01147},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-01147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-09239,
author = {Yankai Chen and
Yixiang Fang and
Yifei Zhang and
Chenhao Ma and
Yang Hong and
Irwin King},
title = {Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive
Hashing},
journal = {CoRR},
volume = {abs/2408.09239},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.09239},
doi = {10.48550/ARXIV.2408.09239},
eprinttype = {arXiv},
eprint = {2408.09239},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-09239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-05112,
author = {Leyi Pan and
Aiwei Liu and
Yijian Lu and
Zitian Gao and
Yichen Di and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {WaterSeeker: Efficient Detection of Watermarked Segments in Large
Documents},
journal = {CoRR},
volume = {abs/2409.05112},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.05112},
doi = {10.48550/ARXIV.2409.05112},
eprinttype = {arXiv},
eprint = {2409.05112},
timestamp = {Wed, 09 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-05112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-09957,
author = {Hezhe Qiao and
Hanghang Tong and
Bo An and
Irwin King and
Charu C. Aggarwal and
Guansong Pang},
title = {Deep Graph Anomaly Detection: {A} Survey and New Perspectives},
journal = {CoRR},
volume = {abs/2409.09957},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.09957},
doi = {10.48550/ARXIV.2409.09957},
eprinttype = {arXiv},
eprint = {2409.09957},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-09957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-03751,
author = {Wenqian Cui and
Dianzhi Yu and
Xiaoqi Jiao and
Ziqiao Meng and
Guangyan Zhang and
Qichao Wang and
Yiwen Guo and
Irwin King},
title = {Recent Advances in Speech Language Models: {A} Survey},
journal = {CoRR},
volume = {abs/2410.03751},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.03751},
doi = {10.48550/ARXIV.2410.03751},
eprinttype = {arXiv},
eprint = {2410.03751},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-03751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-04010,
author = {Menglin Yang and
Aosong Feng and
Bo Xiong and
Jihong Liu and
Irwin King and
Rex Ying},
title = {Hyperbolic Fine-tuning for Large Language Models},
journal = {CoRR},
volume = {abs/2410.04010},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.04010},
doi = {10.48550/ARXIV.2410.04010},
eprinttype = {arXiv},
eprint = {2410.04010},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-04010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-05352,
author = {Dianzhi Yu and
Xinni Zhang and
Yankai Chen and
Aiwei Liu and
Yifei Zhang and
Philip S. Yu and
Irwin King},
title = {Recent Advances of Multimodal Continual Learning: {A} Comprehensive
Survey},
journal = {CoRR},
volume = {abs/2410.05352},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.05352},
doi = {10.48550/ARXIV.2410.05352},
eprinttype = {arXiv},
eprint = {2410.05352},
timestamp = {Tue, 19 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-05352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-16803,
author = {Muzhi Li and
Cehao Yang and
Chengjin Xu and
Zixing Song and
Xuhui Jiang and
Jian Guo and
Ho{-}fung Leung and
Irwin King},
title = {Context-aware Inductive Knowledge Graph Completion with Latent Type
Constraints and Subgraph Reasoning},
journal = {CoRR},
volume = {abs/2410.16803},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.16803},
doi = {10.48550/ARXIV.2410.16803},
eprinttype = {arXiv},
eprint = {2410.16803},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-16803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-19694,
author = {Yifei Zhang and
Hao Zhu and
Aiwei Liu and
Han Yu and
Piotr Koniusz and
Irwin King},
title = {Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient
Finetuning of LLMs},
journal = {CoRR},
volume = {abs/2410.19694},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.19694},
doi = {10.48550/ARXIV.2410.19694},
eprinttype = {arXiv},
eprint = {2410.19694},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-19694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-07050,
author = {Yukun Zhang and
Guanzhong Chen and
Zenglin Xu and
Jianyong Wang and
Dun Zeng and
Junfan Li and
Jinghua Wang and
Yuan Qi and
Irwin King},
title = {FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular
Disease Data},
journal = {CoRR},
volume = {abs/2411.07050},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.07050},
doi = {10.48550/ARXIV.2411.07050},
eprinttype = {arXiv},
eprint = {2411.07050},
timestamp = {Fri, 03 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-07050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-08165,
author = {Muzhi Li and
Cehao Yang and
Chengjin Xu and
Xuhui Jiang and
Yiyan Qi and
Jian Guo and
Ho{-}fung Leung and
Irwin King},
title = {Retrieval, Reasoning, Re-ranking: {A} Context-Enriched Framework for
Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2411.08165},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.08165},
doi = {10.48550/ARXIV.2411.08165},
eprinttype = {arXiv},
eprint = {2411.08165},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-08165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-16686,
author = {Minda Hu and
Qiyuan Zhang and
Yufei Wang and
Bowei He and
Hongru Wang and
Jingyan Zhou and
Liangyou Li and
Yasheng Wang and
Chen Ma and
Irwin King},
title = {{NILE:} Internal Consistency Alignment in Large Language Models},
journal = {CoRR},
volume = {abs/2412.16686},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.16686},
doi = {10.48550/ARXIV.2412.16686},
eprinttype = {arXiv},
eprint = {2412.16686},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-16686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/KingL23,
author = {Irwin King and
Wei{-}I Lee},
title = {A Decade of MOOCs and Beyond - Platforms, Policies, Pedagogy, Technology,
and Ecosystems with an Emphasis on Greater China},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-15241-2},
doi = {10.1007/978-3-031-15241-2},
isbn = {978-3-031-15240-5},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/KingL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/YauCCMKY23,
author = {King Woon Yau and
Ching Sing Chai and
Thomas K. F. Chiu and
Helen Meng and
Irwin King and
Yeung Yam},
title = {A phenomenographic approach on teacher conceptions of teaching Artificial
Intelligence {(AI)} in {K-12} schools},
journal = {Educ. Inf. Technol.},
volume = {28},
number = {1},
pages = {1041--1064},
year = {2023},
url = {https://doi.org/10.1007/s10639-022-11161-x},
doi = {10.1007/S10639-022-11161-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eait/YauCCMKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/WuCYDK23,
author = {Yaozu Wu and
Yankai Chen and
Zhishuai Yin and
Weiping Ding and
Irwin King},
title = {A survey on graph embedding techniques for biomedical data: Methods
and applications},
journal = {Inf. Fusion},
volume = {100},
pages = {101909},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101909},
doi = {10.1016/J.INFFUS.2023.101909},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/WuCYDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XiaWTCKOK23,
author = {Feng Xia and
Lei Wang and
Tao Tang and
Xin Chen and
Xiangjie Kong and
Giles Oatley and
Irwin King},
title = {CenGCN: Centralized Convolutional Networks with Vertex Imbalance for
Scale-Free Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {4555--4569},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3149888},
doi = {10.1109/TKDE.2022.3149888},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XiaWTCKOK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangSKX23,
author = {Xiangli Yang and
Zixing Song and
Irwin King and
Zenglin Xu},
title = {A Survey on Deep Semi-Supervised Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {8934--8954},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3220219},
doi = {10.1109/TKDE.2022.3220219},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YangSKX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangZXK23,
author = {Menglin Yang and
Min Zhou and
Hui Xiong and
Irwin King},
title = {Hyperbolic Temporal Network Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11489--11502},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3232398},
doi = {10.1109/TKDE.2022.3232398},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YangZXK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SongYXK23,
author = {Zixing Song and
Xiangli Yang and
Zenglin Xu and
Irwin King},
title = {Graph-Based Semi-Supervised Learning: {A} Comprehensive Review},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {11},
pages = {8174--8194},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3155478},
doi = {10.1109/TNNLS.2022.3155478},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SongYXK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZSKK23,
author = {Yifei Zhang and
Hao Zhu and
Zixing Song and
Piotr Koniusz and
Irwin King},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Spectral Feature Augmentation for Graph Contrastive Learning and Beyond},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {11289--11297},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26336},
doi = {10.1609/AAAI.V37I9.26336},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaSHLZK23,
author = {Yueen Ma and
Zixing Song and
Xuming Hu and
Jingjing Li and
Yifei Zhang and
Irwin King},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Graph Component Contrastive Learning for Concept Relatedness Estimation},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13362--13370},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26568},
doi = {10.1609/AAAI.V37I11.26568},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaSHLZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuGTKY23,
author = {Xuming Hu and
Zhijiang Guo and
Zhiyang Teng and
Irwin King and
Philip S. Yu},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {303--311},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.27},
doi = {10.18653/V1/2023.ACL-SHORT.27},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuGTKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuLTZZKY23,
author = {Xuming Hu and
Aiwei Liu and
Zeqi Tan and
Xin Zhang and
Chenwei Zhang and
Irwin King and
Philip S. Yu},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{GDA:} Generative Data Augmentation Techniques for Relation Extraction
Tasks},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {10221--10234},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.649},
doi = {10.18653/V1/2023.FINDINGS-ACL.649},
timestamp = {Wed, 31 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HuLTZZKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SongZK23,
author = {Zixing Song and
Yuji Zhang and
Irwin King},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Towards Fair Financial Services for All: {A} Temporal {GNN} Approach
for Individual Fairness on Transaction Networks},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2331--2341},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615091},
doi = {10.1145/3583780.3615091},
timestamp = {Sun, 19 Jan 2025 13:12:15 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SongZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LiK23,
author = {Yaoman Li and
Irwin King},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Neural Architecture Search for Explainable Networks},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {1447--1454},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230423},
doi = {10.3233/FAIA230423},
timestamp = {Wed, 15 Jan 2025 15:09:07 +0100},
biburl = {https://dblp.org/rec/conf/ecai/LiK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0003HDWMWWKKW23,
author = {Hongru Wang and
Minda Hu and
Yang Deng and
Rui Wang and
Fei Mi and
Weichao Wang and
Yasheng Wang and
Wai{-}Chung Kwan and
Irwin King and
Kam{-}Fai Wong},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Large Language Models as Source Planner for Personalized Knowledge-grounded
Dialogues},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {9556--9569},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.641},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.641},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/0003HDWMWWKKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00010Y0K23,
author = {Menglin Yang and
Min Zhou and
Rex Ying and
Yankai Chen and
Irwin King},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Hyperbolic Representation Learning: Revisiting and Advancing},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39639--39659},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yang23u.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/00010Y0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YangPKX23,
author = {Xiangli Yang and
Xinglin Pan and
Irwin King and
Zenglin Xu},
editor = {Biao Luo and
Long Cheng and
Zheng{-}Guang Wu and
Hongyi Li and
Chaojie Li},
title = {Generalized Category Discovery with Clustering Assignment Consistency},
booktitle = {Neural Information Processing - 30th International Conference, {ICONIP}
2023, Changsha, China, November 20-23, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14451},
pages = {535--547},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8073-4\_41},
doi = {10.1007/978-981-99-8073-4\_41},
timestamp = {Mon, 01 Sep 2025 15:59:22 +0200},
biburl = {https://dblp.org/rec/conf/iconip/YangPKX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/WuZWCZKL23,
author = {Weibin Wu and
Jianping Zhang and
Victor Junqiu Wei and
Xixian Chen and
Zibin Zheng and
Irwin King and
Michael R. Lyu},
title = {Practical and Efficient Model Extraction of Sentiment Analysis APIs},
booktitle = {45th {IEEE/ACM} International Conference on Software Engineering,
{ICSE} 2023, Melbourne, Australia, May 14-20, 2023},
pages = {524--536},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICSE48619.2023.00054},
doi = {10.1109/ICSE48619.2023.00054},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/WuZWCZKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiongCSK23,
author = {Conghao Xiong and
Hao Chen and
Joseph J. Y. Sung and
Irwin King},
title = {Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided
Multiple Instance Learning for Whole Slide Image Classification},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {1587--1595},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/176},
doi = {10.24963/IJCAI.2023/176},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XiongCSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0004K23,
author = {Xinyu Fu and
Irwin King},
title = {FedHGN: {A} Federated Framework for Heterogeneous Graph Neural Networks},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3705--3713},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/412},
doi = {10.24963/IJCAI.2023/412},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/0004K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MengZ0K23,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4064--4072},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/452},
doi = {10.24963/IJCAI.2023/452},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MengZ0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MengZ0K23a,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction:
Current Status and Future Challenges},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6723--6731},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/753},
doi = {10.24963/IJCAI.2023/753},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MengZ0K23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuLZXGK23,
author = {Xiangjing Hu and
Congjian Luo and
Dun Zeng and
Zenglin Xu and
Ping Guo and
Irwin King},
title = {Flexible Contribution Estimation Methods for Horizontal Federated
Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191625},
doi = {10.1109/IJCNN54540.2023.10191625},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuLZXGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/00010PK23,
author = {Menglin Yang and
Min Zhou and
Lujia Pan and
Irwin King},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {{\(\kappa\)}HGCN: Tree-likeness Modeling via Continuous and Discrete
Curvature Learning},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2965--2977},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599532},
doi = {10.1145/3580305.3599532},
timestamp = {Wed, 05 Nov 2025 07:37:02 +0100},
biburl = {https://dblp.org/rec/conf/kdd/00010PK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhang0SK23,
author = {Yifei Zhang and
Yankai Chen and
Zixing Song and
Irwin King},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Contrastive Cross-scale Graph Knowledge Synergy},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3422--3433},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599286},
doi = {10.1145/3580305.3599286},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Zhang0SK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/00060XXK23,
author = {Min Zhou and
Menglin Yang and
Bo Xiong and
Hui Xiong and
Irwin King},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Hyperbolic Graph Neural Networks: {A} Tutorial on Methods and Applications},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5843--5844},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599562},
doi = {10.1145/3580305.3599562},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/00060XXK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangHXSK23,
author = {Langzhang Liang and
Xiangjing Hu and
Zenglin Xu and
Zixing Song and
Irwin King},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Predicting Global Label Relationship Matrix for Graph Neural Networks
under Heterophily},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/23aa2163dea287441ebebc1295d5b3fc-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiangHXSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongZK23,
author = {Zixing Song and
Yifei Zhang and
Irwin King},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {No Change, No Gain: Empowering Graph Neural Networks with Expected
Model Change Maximization for Active Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/944ecf65a46feb578a43abfd5cddd960-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongZK23a,
author = {Zixing Song and
Yifei Zhang and
Irwin King},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e142fd2b70f10db2543c64bca1417de8-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongZK23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZ0SKK23,
author = {Yifei Zhang and
Hao Zhu and
Yankai Chen and
Zixing Song and
Piotr Koniusz and
Irwin King},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Mitigating the Popularity Bias of Graph Collaborative Filtering: {A}
Dimensional Collapse Perspective},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d5753be6f71fbfefaf47aa27ec41279c-Abstract-Conference.html},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangZ0SKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MengLZ0K23,
author = {Ziqiao Meng and
Yaoman Li and
Peilin Zhao and
Yang Yu and
Irwin King},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular
Property Prediction},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {811--819},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch91},
doi = {10.1137/1.9781611977653.CH91},
timestamp = {Tue, 11 Feb 2025 13:56:08 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MengLZ0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HuHZKY23,
author = {Xuming Hu and
Zhaochen Hong and
Chenwei Zhang and
Irwin King and
Philip S. Yu},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Think Rationally about What You See: Continuous Rationale Extraction
for Relation Extraction},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2436--2440},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3592072},
doi = {10.1145/3539618.3592072},
timestamp = {Sun, 19 Jan 2025 13:11:12 +0100},
biburl = {https://dblp.org/rec/conf/sigir/HuHZKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/0001Z0S0K23,
author = {Yankai Chen and
Yifei Zhang and
Menglin Yang and
Zixing Song and
Chen Ma and
Irwin King},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {{WSFE:} Wasserstein Sub-graph Feature Encoder for Effective User Segmentation
in Collaborative Filtering},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2521--2525},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3592089},
doi = {10.1145/3539618.3592089},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/0001Z0S0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/XuCMWYCKY23,
author = {Yuan Xu and
Ching Sing Chai and
Helen Meng and
Savio Wai{-}Ho Wong and
King Woon Yau and
Thomas K. F. Chiu and
Irwin King and
Yeung Yam},
title = {An experiential learning approach to learn {AI} in an online workshop},
booktitle = {{IEEE} International Conference on Teaching, Assessment and Learning
for Engineering, {TALE} 2023, Auckland, New Zealand, November 28 -
Dec. 1, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/TALE56641.2023.10398321},
doi = {10.1109/TALE56641.2023.10398321},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tale/XuCMWYCKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PolatoERXK23,
author = {Mirko Polato and
Roberto Esposito and
Walter Riviera and
Zenglin Xu and
Irwin King},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {1st Workshop on Federated Learning Technologies},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {1150},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3589741},
doi = {10.1145/3543873.3589741},
timestamp = {Mon, 28 Aug 2023 21:17:11 +0200},
biburl = {https://dblp.org/rec/conf/www/PolatoERXK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangZLXK23,
author = {Yifei Zhang and
Dun Zeng and
Jinglong Luo and
Zenglin Xu and
Irwin King},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {A Survey of Trustworthy Federated Learning with Perspectives on Security,
Robustness and Privacy},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {1167--1176},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3587681},
doi = {10.1145/3543873.3587681},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangZLXK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001FZK23,
author = {Yankai Chen and
Yixiang Fang and
Yifei Zhang and
Irwin King},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Bipartite Graph Convolutional Hashing for Effective and Efficient
Top-N Search in Hamming Space},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3164--3172},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583219},
doi = {10.1145/3543507.3583219},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/0001FZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05931,
author = {Zhihang Hu and
Qinze Yu and
Yucheng Guo and
Taifeng Wang and
Irwin King and
Xin Gao and
Le Song and
Yu Li},
title = {Drug Synergistic Combinations Predictions via Large-Scale Pre-Training
and Graph Structure Learning},
journal = {CoRR},
volume = {abs/2301.05931},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05931},
doi = {10.48550/ARXIV.2301.05931},
eprinttype = {arXiv},
eprint = {2301.05931},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08125,
author = {Conghao Xiong and
Hao Chen and
Joseph J. Y. Sung and
Irwin King},
title = {Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided
Multiple Instance Learning for Whole Slide Image Classification},
journal = {CoRR},
volume = {abs/2301.08125},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08125},
doi = {10.48550/ARXIV.2301.08125},
eprinttype = {arXiv},
eprint = {2301.08125},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10637,
author = {Yifei Zhang and
Dun Zeng and
Jinglong Luo and
Zenglin Xu and
Irwin King},
title = {A Survey of Trustworthy Federated Learning with Perspectives on Security,
Robustness, and Privacy},
journal = {CoRR},
volume = {abs/2302.10637},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10637},
doi = {10.48550/ARXIV.2302.10637},
eprinttype = {arXiv},
eprint = {2302.10637},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05780,
author = {Conghao Xiong and
Yi Lin and
Hao Chen and
Joseph J. Y. Sung and
Irwin King},
title = {Knowledge Transfer via Multi-Head Feature Adaptation for Whole Slide
Image Classification},
journal = {CoRR},
volume = {abs/2303.05780},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05780},
doi = {10.48550/ARXIV.2303.05780},
eprinttype = {arXiv},
eprint = {2303.05780},
timestamp = {Thu, 06 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00241,
author = {Yankai Chen and
Yixiang Fang and
Yifei Zhang and
Irwin King},
title = {Bipartite Graph Convolutional Hashing for Effective and Efficient
Top-N Search in Hamming Space},
journal = {CoRR},
volume = {abs/2304.00241},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00241},
doi = {10.48550/ARXIV.2304.00241},
eprinttype = {arXiv},
eprint = {2304.00241},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03503,
author = {Xuming Hu and
Zhaochen Hong and
Chenwei Zhang and
Irwin King and
Philip S. Yu},
title = {Think Rationally about What You See: Continuous Rationale Extraction
for Relation Extraction},
journal = {CoRR},
volume = {abs/2305.03503},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03503},
doi = {10.48550/ARXIV.2305.03503},
eprinttype = {arXiv},
eprint = {2305.03503},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04410,
author = {Yankai Chen and
Yifei Zhang and
Menglin Yang and
Zixing Song and
Chen Ma and
Irwin King},
title = {{WSFE:} Wasserstein Sub-graph Feature Encoder for Effective User Segmentation
in Collaborative Filtering},
journal = {CoRR},
volume = {abs/2305.04410},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04410},
doi = {10.48550/ARXIV.2305.04410},
eprinttype = {arXiv},
eprint = {2305.04410},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09729,
author = {Xinyu Fu and
Irwin King},
title = {FedHGN: {A} Federated Framework for Heterogeneous Graph Neural Networks},
journal = {CoRR},
volume = {abs/2305.09729},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09729},
doi = {10.48550/ARXIV.2305.09729},
eprinttype = {arXiv},
eprint = {2305.09729},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16166,
author = {Xuming Hu and
Zhijiang Guo and
Zhiyang Teng and
Irwin King and
Philip S. Yu},
title = {Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis},
journal = {CoRR},
volume = {abs/2305.16166},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16166},
doi = {10.48550/ARXIV.2305.16166},
eprinttype = {arXiv},
eprint = {2305.16166},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16663,
author = {Xuming Hu and
Aiwei Liu and
Zeqi Tan and
Xin Zhang and
Chenwei Zhang and
Irwin King and
Philip S. Yu},
title = {{GDA:} Generative Data Augmentation Techniques for Relation Extraction
Tasks},
journal = {CoRR},
volume = {abs/2305.16663},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16663},
doi = {10.48550/ARXIV.2305.16663},
eprinttype = {arXiv},
eprint = {2305.16663},
timestamp = {Wed, 31 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06119,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction},
journal = {CoRR},
volume = {abs/2306.06119},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06119},
doi = {10.48550/ARXIV.2306.06119},
eprinttype = {arXiv},
eprint = {2306.06119},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09118,
author = {Menglin Yang and
Min Zhou and
Rex Ying and
Yankai Chen and
Irwin King},
title = {Hyperbolic Representation Learning: Revisiting and Advancing},
journal = {CoRR},
volume = {abs/2306.09118},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09118},
doi = {10.48550/ARXIV.2306.09118},
eprinttype = {arXiv},
eprint = {2306.09118},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15890,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction:
Current Status and Future Challenges},
journal = {CoRR},
volume = {abs/2306.15890},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15890},
doi = {10.48550/ARXIV.2306.15890},
eprinttype = {arXiv},
eprint = {2306.15890},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00852,
author = {Yueen Ma and
Dafeng Chi and
Jingjing Li and
Yuzheng Zhuang and
Jianye Hao and
Irwin King},
title = {{VOLTA:} Diverse and Controllable Question-Answer Pair Generation
with Variational Mutual Information Maximizing Autoencoder},
journal = {CoRR},
volume = {abs/2307.00852},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00852},
doi = {10.48550/ARXIV.2307.00852},
eprinttype = {arXiv},
eprint = {2307.00852},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03759,
author = {Ming Jin and
Huan Yee Koh and
Qingsong Wen and
Daniele Zambon and
Cesare Alippi and
Geoffrey I. Webb and
Irwin King and
Shirui Pan},
title = {A Survey on Graph Neural Networks for Time Series: Forecasting, Classification,
Imputation, and Anomaly Detection},
journal = {CoRR},
volume = {abs/2307.03759},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03759},
doi = {10.48550/ARXIV.2307.03759},
eprinttype = {arXiv},
eprint = {2307.03759},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16230,
author = {Aiwei Liu and
Leyi Pan and
Xuming Hu and
Shu'ang Li and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {A Private Watermark for Large Language Models},
journal = {CoRR},
volume = {abs/2307.16230},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16230},
doi = {10.48550/ARXIV.2307.16230},
eprinttype = {arXiv},
eprint = {2307.16230},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15399,
author = {Jingyan Zhou and
Minda Hu and
Junan Li and
Xiaoying Zhang and
Xixin Wu and
Irwin King and
Helen Meng},
title = {Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through
the Lens of Moral Theories?},
journal = {CoRR},
volume = {abs/2308.15399},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.15399},
doi = {10.48550/ARXIV.2308.15399},
eprinttype = {arXiv},
eprint = {2308.15399},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-15399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08840,
author = {Hongru Wang and
Minda Hu and
Yang Deng and
Rui Wang and
Fei Mi and
Weichao Wang and
Yasheng Wang and
Wai{-}Chung Kwan and
Irwin King and
Kam{-}Fai Wong},
title = {Large Language Models as Source Planner for Personalized Knowledge-grounded
Dialogue},
journal = {CoRR},
volume = {abs/2310.08840},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08840},
doi = {10.48550/ARXIV.2310.08840},
eprinttype = {arXiv},
eprint = {2310.08840},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18209,
author = {Yifei Zhang and
Hao Zhu and
Jiahong Liu and
Piotr Koniusz and
Irwin King},
title = {Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive
Learning},
journal = {CoRR},
volume = {abs/2310.18209},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18209},
doi = {10.48550/ARXIV.2310.18209},
eprinttype = {arXiv},
eprint = {2310.18209},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19210,
author = {Xiangli Yang and
Xinglin Pan and
Irwin King and
Zenglin Xu},
title = {Generalized Category Discovery with Clustering Assignment Consistency},
journal = {CoRR},
volume = {abs/2310.19210},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19210},
doi = {10.48550/ARXIV.2310.19210},
eprinttype = {arXiv},
eprint = {2310.19210},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06487,
author = {Yankai Chen and
Jie Zhang and
Yixiang Fang and
Xin Cao and
Irwin King},
title = {An Augmented Index-based Efficient Community Search for Large Directed
Graphs},
journal = {CoRR},
volume = {abs/2311.06487},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06487},
doi = {10.48550/ARXIV.2311.06487},
eprinttype = {arXiv},
eprint = {2311.06487},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07913,
author = {Aiwei Liu and
Leyi Pan and
Yijian Lu and
Jingjing Li and
Xuming Hu and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {A Survey of Text Watermarking in the Era of Large Language Models},
journal = {CoRR},
volume = {abs/2312.07913},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07913},
doi = {10.48550/ARXIV.2312.07913},
eprinttype = {arXiv},
eprint = {2312.07913},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/HanCCZHCZHCKGL22,
author = {Wenkai Han and
Yuqi Cheng and
Jiayang Chen and
Huawen Zhong and
Zhihang Hu and
Siyuan Chen and
Licheng Zong and
Liang Hong and
Ting{-}Fung Chan and
Irwin King and
Xin Gao and
Yu Li},
title = {Self-supervised contrastive learning for integrative single cell RNA-seq
data analysis},
journal = {Briefings Bioinform.},
volume = {23},
number = {5},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac377},
doi = {10.1093/BIB/BBAC377},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/HanCCZHCZHCKGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/GaoZLXKL22,
author = {Cuiyun Gao and
Jichuan Zeng and
David Lo and
Xin Xia and
Irwin King and
Michael R. Lyu},
title = {Understanding in-app advertising issues based on large scale app review
analysis},
journal = {Inf. Softw. Technol.},
volume = {142},
pages = {106741},
year = {2022},
url = {https://doi.org/10.1016/j.infsof.2021.106741},
doi = {10.1016/J.INFSOF.2021.106741},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/infsof/GaoZLXKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MaZWLK22,
author = {Yao Ma and
Shilin Zhao and
Weixiao Wang and
Yaoman Li and
Irwin King},
title = {Multimodality in meta-learning: {A} comprehensive survey},
journal = {Knowl. Based Syst.},
volume = {250},
pages = {108976},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108976},
doi = {10.1016/J.KNOSYS.2022.108976},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MaZWLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuLKX22,
author = {Pengpeng Liu and
Michael R. Lyu and
Irwin King and
Jia Xu},
title = {Learning by Distillation: {A} Self-Supervised Learning Framework for
Optical Flow Estimation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {9},
pages = {5026--5041},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3085525},
doi = {10.1109/TPAMI.2021.3085525},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiuLKX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/JiaoWHTKL22,
author = {Wenxiang Jiao and
Xing Wang and
Shilin He and
Zhaopeng Tu and
Irwin King and
Michael R. Lyu},
title = {Exploiting Inactive Examples for Natural Language Generation With
Data Rejuvenation},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {30},
pages = {931--943},
year = {2022},
url = {https://doi.org/10.1109/TASLP.2022.3153269},
doi = {10.1109/TASLP.2022.3153269},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/JiaoWHTKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/ChiuMCKWY22,
author = {Thomas K. F. Chiu and
Helen Meng and
Ching{-}Sing Chai and
Irwin King and
Savio Wong and
Yeung Yam},
title = {Creation and Evaluation of a Pretertiary Artificial Intelligence {(AI)}
Curriculum},
journal = {{IEEE} Trans. Educ.},
volume = {65},
number = {1},
pages = {30--39},
year = {2022},
url = {https://doi.org/10.1109/TE.2021.3085878},
doi = {10.1109/TE.2021.3085878},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/te/ChiuMCKWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/GaoZWLXKL22,
author = {Cuiyun Gao and
Jichuan Zeng and
Zhiyuan Wen and
David Lo and
Xin Xia and
Irwin King and
Michael R. Lyu},
title = {Emerging App Issue Identification via Online Joint Sentiment-Topic
Tracing},
journal = {{IEEE} Trans. Software Eng.},
volume = {48},
number = {8},
pages = {3025--3043},
year = {2022},
url = {https://doi.org/10.1109/TSE.2021.3076179},
doi = {10.1109/TSE.2021.3076179},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/GaoZWLXKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0007LGKL22,
author = {Jingjing Li and
Zichao Li and
Tao Ge and
Irwin King and
Michael R. Lyu},
title = {Text Revision By On-the-Fly Representation Optimization},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {10956--10964},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i10.21343},
doi = {10.1609/AAAI.V36I10.21343},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/0007LGKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SongK22,
author = {Zixing Song and
Irwin King},
title = {Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware
Summarization},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {11340--11348},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i10.21385},
doi = {10.1609/AAAI.V36I10.21385},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SongK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuLWK22,
author = {Minda Hu and
Muzhi Li and
Yasheng Wang and
Irwin King},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Momentum Contrastive Pre-training for Question Answering},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {4324--4330},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.291},
doi = {10.18653/V1/2022.EMNLP-MAIN.291},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuLWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChenYWBSK22,
author = {Yankai Chen and
Yaming Yang and
Yujing Wang and
Jing Bai and
Xiangchen Song and
Irwin King},
title = {Attentive Knowledge-aware Graph Convolutional Networks with Collaborative
Guidance for Personalized Recommendation},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {299--311},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00027},
doi = {10.1109/ICDE53745.2022.00027},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ChenYWBSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/ChenZGTK22,
author = {Yankai Chen and
Yifei Zhang and
Huifeng Guo and
Ruiming Tang and
Irwin King},
editor = {Yulan He and
Heng Ji and
Yang Liu and
Sujian Li and
Chia{-}Hui Chang and
Soujanya Poria and
Chenghua Lin and
Wray L. Buntine and
Maria Liakata and
Hanqi Yan and
Zonghan Yan and
Sebastian Ruder and
Xiaojun Wan and
Miguel Arana{-}Catania and
Zhongyu Wei and
Hen{-}Hsen Huang and
Jheng{-}Long Wu and
Min{-}Yuh Day and
Pengfei Liu and
Ruifeng Xu},
title = {An Effective Post-training Embedding Binarization Approach for Fast
Online Top-K Passage Matching},
booktitle = {Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the
Association for Computational Linguistics and the 12th International
Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2022
- Volume 2: Short Papers, Online only, November 20-23, 2022},
pages = {102--108},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.aacl-short.14},
doi = {10.18653/V1/2022.AACL-SHORT.14},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/ChenZGTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangYLBBKX22,
author = {Chenbin Zhang and
Xiangli Yang and
Jian Liang and
Bing Bai and
Kun Bai and
Irwin King and
Zenglin Xu},
title = {{ACE:} {A} Coarse-to-Fine Learning Framework for Reliable Representation
Learning Against Label Noise},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892045},
doi = {10.1109/IJCNN55064.2022.9892045},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhangYLBBKX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001GZMTLK22,
author = {Yankai Chen and
Huifeng Guo and
Yingxue Zhang and
Chen Ma and
Ruiming Tang and
Jingjie Li and
Irwin King},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning Binarized Graph Representations with Multi-faceted Quantization
Reinforcement for Top-K Recommendation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {168--178},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539452},
doi = {10.1145/3534678.3539452},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001GZMTLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SongZK22,
author = {Zixing Song and
Yifei Zhang and
Irwin King},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised
Node Classification},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1656--1665},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539332},
doi = {10.1145/3534678.3539332},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SongZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001L00K22,
author = {Menglin Yang and
Zhihao Li and
Min Zhou and
Jiahong Liu and
Irwin King},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{HICF:} Hyperbolic Informative Collaborative Filtering},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2212--2221},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539475},
doi = {10.1145/3534678.3539475},
timestamp = {Tue, 21 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001L00K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZSKK22,
author = {Yifei Zhang and
Hao Zhu and
Zixing Song and
Piotr Koniusz and
Irwin King},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{COSTA:} Covariance-Preserving Feature Augmentation for Graph Contrastive
Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2524--2534},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539425},
doi = {10.1145/3534678.3539425},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZSKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/0001YLMZYKL22,
author = {Yifan Gao and
Qingyu Yin and
Zheng Li and
Rui Meng and
Tong Zhao and
Bing Yin and
Irwin King and
Michael R. Lyu},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator
Iterative Training},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1233--1246},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.92},
doi = {10.18653/V1/2022.FINDINGS-NAACL.92},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/0001YLMZYKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiHS0KL22,
author = {Haoli Bai and
Lu Hou and
Lifeng Shang and
Xin Jiang and
Irwin King and
Michael R. Lyu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Towards Efficient Post-training Quantization of Pre-trained Language
Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/096347b4efc264ae7f07742fea34af1f-Abstract-Conference.html},
timestamp = {Thu, 28 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaiHS0KL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/YauCCMKWSY22,
author = {King Woon Yau and
Ching Sing Chai and
Thomas K. F. Chiu and
Helen Meng and
Irwin King and
Savio Wai{-}Ho Wong and
Chandni Saxena and
Yeung Yam},
title = {Developing an {AI} literacy test for junior secondary students: The
first stage},
booktitle = {{IEEE} International Conference on Teaching, Assessment and Learning
for Engineering, {TALE} 2022, Hung Hom, Hong Kong, December 4-7, 2022},
pages = {59--64},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/TALE54877.2022.00018},
doi = {10.1109/TALE54877.2022.00018},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tale/YauCCMKWSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/00010ZZMHK22,
author = {Yankai Chen and
Menglin Yang and
Yingxue Zhang and
Mengchen Zhao and
Ziqiao Meng and
Jianye Hao and
Irwin King},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware
Recommendation},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {94--102},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498419},
doi = {10.1145/3488560.3498419},
timestamp = {Sun, 02 Nov 2025 21:27:37 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/00010ZZMHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangZMKK22,
author = {Yifei Zhang and
Hao Zhu and
Ziqiao Meng and
Piotr Koniusz and
Irwin King},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Graph-adaptive Rectified Linear Unit for Graph Neural Networks},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1331--1339},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512159},
doi = {10.1145/3485447.3512159},
timestamp = {Sun, 19 Jan 2025 13:09:58 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangZMKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/000100LK22,
author = {Menglin Yang and
Min Zhou and
Jiahong Liu and
Defu Lian and
Irwin King},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {{HRCF:} Enhancing Collaborative Filtering via Hyperbolic Geometric
Regularization},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2462--2471},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512118},
doi = {10.1145/3485447.3512118},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/000100LK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06281,
author = {Yifei Zhang and
Hao Zhu and
Ziqiao Meng and
Piotr Koniusz and
Irwin King},
title = {Graph-adaptive Rectified Linear Unit for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2202.06281},
year = {2022},
url = {https://arxiv.org/abs/2202.06281},
eprinttype = {arXiv},
eprint = {2202.06281},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07826,
author = {Feng Xia and
Lei Wang and
Tao Tang and
Xin Chen and
Xiangjie Kong and
Giles Oatley and
Irwin King},
title = {CenGCN: Centralized Convolutional Networks with Vertex Imbalance for
Scale-Free Graphs},
journal = {CoRR},
volume = {abs/2202.07826},
year = {2022},
url = {https://arxiv.org/abs/2202.07826},
eprinttype = {arXiv},
eprint = {2202.07826},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13852,
author = {Menglin Yang and
Min Zhou and
Zhihao Li and
Jiahong Liu and
Lujia Pan and
Hui Xiong and
Irwin King},
title = {Hyperbolic Graph Neural Networks: {A} Review of Methods and Applications},
journal = {CoRR},
volume = {abs/2202.13852},
year = {2022},
url = {https://arxiv.org/abs/2202.13852},
eprinttype = {arXiv},
eprint = {2202.13852},
timestamp = {Tue, 21 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07359,
author = {Jingjing Li and
Zichao Li and
Tao Ge and
Irwin King and
Michael R. Lyu},
title = {Text Revision by On-the-Fly Representation Optimization},
journal = {CoRR},
volume = {abs/2204.07359},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07359},
doi = {10.48550/ARXIV.2204.07359},
eprinttype = {arXiv},
eprint = {2204.07359},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08176,
author = {Menglin Yang and
Min Zhou and
Jiahong Liu and
Defu Lian and
Irwin King},
title = {{HRCF:} Enhancing Collaborative Filtering via Hyperbolic Geometric
Regularization},
journal = {CoRR},
volume = {abs/2204.08176},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08176},
doi = {10.48550/ARXIV.2204.08176},
eprinttype = {arXiv},
eprint = {2204.08176},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10471,
author = {Yifan Gao and
Qingyu Yin and
Zheng Li and
Rui Meng and
Tong Zhao and
Bing Yin and
Irwin King and
Michael R. Lyu},
title = {Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator
Iterative Training},
journal = {CoRR},
volume = {abs/2205.10471},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10471},
doi = {10.48550/ARXIV.2205.10471},
eprinttype = {arXiv},
eprint = {2205.10471},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02115,
author = {Yankai Chen and
Huifeng Guo and
Yingxue Zhang and
Chen Ma and
Ruiming Tang and
Jingjie Li and
Irwin King},
title = {Learning Binarized Graph Representations with Multi-faceted Quantization
Reinforcement for Top-K Recommendation},
journal = {CoRR},
volume = {abs/2206.02115},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02115},
doi = {10.48550/ARXIV.2206.02115},
eprinttype = {arXiv},
eprint = {2206.02115},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04726,
author = {Yifei Zhang and
Hao Zhu and
Zixing Song and
Piotr Koniusz and
Irwin King},
title = {{COSTA:} Covariance-Preserving Feature Augmentation for Graph Contrastive
Learning},
journal = {CoRR},
volume = {abs/2206.04726},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04726},
doi = {10.48550/ARXIV.2206.04726},
eprinttype = {arXiv},
eprint = {2206.04726},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08181,
author = {Langzhang Liang and
Zenglin Xu and
Zixing Song and
Irwin King and
Jieping Ye},
title = {ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural
Networks via Normalization},
journal = {CoRR},
volume = {abs/2206.08181},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08181},
doi = {10.48550/ARXIV.2206.08181},
eprinttype = {arXiv},
eprint = {2206.08181},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12556,
author = {Yueen Ma and
Zixing Song and
Chirui Chang and
Yue Yu and
Irwin King},
title = {ConcreteGraph: {A} Data Augmentation Method Leveraging the Properties
of Concept Relatedness Estimation},
journal = {CoRR},
volume = {abs/2206.12556},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12556},
doi = {10.48550/ARXIV.2206.12556},
eprinttype = {arXiv},
eprint = {2206.12556},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01586,
author = {Tao Shen and
Zhihang Hu and
Zhangzhi Peng and
Jiayang Chen and
Peng Xiong and
Liang Hong and
Liangzhen Zheng and
Yixuan Wang and
Irwin King and
Sheng Wang and
Siqi Sun and
Yu Li},
title = {E2Efold-3D: End-to-End Deep Learning Method for accurate de novo {RNA}
3D Structure Prediction},
journal = {CoRR},
volume = {abs/2207.01586},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01586},
doi = {10.48550/ARXIV.2207.01586},
eprinttype = {arXiv},
eprint = {2207.01586},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09051,
author = {Menglin Yang and
Zhihao Li and
Min Zhou and
Jiahong Liu and
Irwin King},
title = {{HICF:} Hyperbolic Informative Collaborative Filtering},
journal = {CoRR},
volume = {abs/2207.09051},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09051},
doi = {10.48550/ARXIV.2207.09051},
eprinttype = {arXiv},
eprint = {2207.09051},
timestamp = {Tue, 21 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13973,
author = {Xinni Zhang and
Yankai Chen and
Cuiyun Gao and
Qing Liao and
Shenglin Zhao and
Irwin King},
title = {Knowledge-aware Neural Networks with Personalized Feature Referencing
for Cold-start Recommendation},
journal = {CoRR},
volume = {abs/2209.13973},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13973},
doi = {10.48550/ARXIV.2209.13973},
eprinttype = {arXiv},
eprint = {2209.13973},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04050,
author = {Min Zhou and
Menglin Yang and
Lujia Pan and
Irwin King},
title = {Hyperbolic Graph Representation Learning: {A} Tutorial},
journal = {CoRR},
volume = {abs/2211.04050},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04050},
doi = {10.48550/ARXIV.2211.04050},
eprinttype = {arXiv},
eprint = {2211.04050},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06014,
author = {Xuming Hu and
Shiao Meng and
Chenwei Zhang and
Xiangli Yang and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {Gradient Imitation Reinforcement Learning for General Low-Resource
Information Extraction},
journal = {CoRR},
volume = {abs/2211.06014},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06014},
doi = {10.48550/ARXIV.2211.06014},
eprinttype = {arXiv},
eprint = {2211.06014},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12792,
author = {Xinyu Fu and
Irwin King},
title = {{MECCH:} Metapath Context Convolution-based Heterogeneous Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2211.12792},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12792},
doi = {10.48550/ARXIV.2211.12792},
eprinttype = {arXiv},
eprint = {2211.12792},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01026,
author = {Yifei Zhang and
Hao Zhu and
Zixing Song and
Piotr Koniusz and
Irwin King},
title = {Spectral Feature Augmentation for Graph Contrastive Learning and Beyond},
journal = {CoRR},
volume = {abs/2212.01026},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01026},
doi = {10.48550/ARXIV.2212.01026},
eprinttype = {arXiv},
eprint = {2212.01026},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01793,
author = {Menglin Yang and
Min Zhou and
Lujia Pan and
Irwin King},
title = {Hyperbolic Curvature Graph Neural Network},
journal = {CoRR},
volume = {abs/2212.01793},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01793},
doi = {10.48550/ARXIV.2212.01793},
eprinttype = {arXiv},
eprint = {2212.01793},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05762,
author = {Minda Hu and
Muzhi Li and
Yasheng Wang and
Irwin King},
title = {Momentum Contrastive Pre-training for Question Answering},
journal = {CoRR},
volume = {abs/2212.05762},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05762},
doi = {10.48550/ARXIV.2212.05762},
eprinttype = {arXiv},
eprint = {2212.05762},
timestamp = {Wed, 08 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/GaoZSLKL21,
author = {Cuiyun Gao and
Jichuan Zeng and
Federica Sarro and
David Lo and
Irwin King and
Michael R. Lyu},
title = {Do users care about ad's performance costs? Exploring the effects
of the performance costs of in-app ads on user experience},
journal = {Inf. Softw. Technol.},
volume = {132},
pages = {106471},
year = {2021},
url = {https://doi.org/10.1016/j.infsof.2020.106471},
doi = {10.1016/J.INFSOF.2020.106471},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/infsof/GaoZSLKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YuenKL21,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {Temporal context-aware task recommendation in crowdsourcing systems},
journal = {Knowl. Based Syst.},
volume = {219},
pages = {106770},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.106770},
doi = {10.1016/J.KNOSYS.2021.106770},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/YuenKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChanK21,
author = {Hou Pong Chan and
Irwin King},
title = {A condense-then-select strategy for text summarization},
journal = {Knowl. Based Syst.},
volume = {227},
pages = {107235},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107235},
doi = {10.1016/J.KNOSYS.2021.107235},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ChanK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChenLCK21,
author = {Wang Chen and
Piji Li and
Hou Pong Chan and
Irwin King},
title = {Dialogue summarization with supporting utterance flow modelling and
fact regularization},
journal = {Knowl. Based Syst.},
volume = {229},
pages = {107328},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107328},
doi = {10.1016/J.KNOSYS.2021.107328},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ChenLCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/KingSPLC21,
author = {Irwin King and
Chandni Saxena and
Christian Pak and
Chak Ming Lam and
Haiyan Cai},
title = {Rethinking Engineering Education: Policy, Pedagogy, and Assessment
During Crises},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {3},
pages = {174--184},
year = {2021},
url = {https://doi.org/10.1109/MSP.2021.3059243},
doi = {10.1109/MSP.2021.3059243},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/KingSPLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/ChanWK21,
author = {Hou Pong Chan and
Lu Wang and
Irwin King},
title = {Controllable Summarization with Constrained Markov Decision Process},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {9},
pages = {1213--1232},
year = {2021},
url = {https://doi.org/10.1162/tacl\_a\_00423},
doi = {10.1162/TACL\_A\_00423},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/ChanWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenYZKL21,
author = {Xixian Chen and
Haiqin Yang and
Shenglin Zhao and
Irwin King and
Michael R. Lyu},
title = {Making Online Sketching Hashing Even Faster},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {3},
pages = {1089--1101},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2934687},
doi = {10.1109/TKDE.2019.2934687},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenYZKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuXWXKTK21,
author = {Jiaying Liu and
Feng Xia and
Lei Wang and
Bo Xu and
Xiangjie Kong and
Hanghang Tong and
Irwin King},
title = {Shifu2: {A} Network Representation Learning Based Model for Advisor-Advisee
Relationship Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {4},
pages = {1763--1777},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2946825},
doi = {10.1109/TKDE.2019.2946825},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuXWXKTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tweb/WangLTTXGK21,
author = {Wei Wang and
Jiaying Liu and
Tao Tang and
Suppawong Tuarob and
Feng Xia and
Zhiguo Gong and
Irwin King},
title = {Attributed Collaboration Network Embedding for Academic Relationship
Mining},
journal = {{ACM} Trans. Web},
volume = {15},
number = {1},
pages = {4:1--4:20},
year = {2021},
url = {https://doi.org/10.1145/3409736},
doi = {10.1145/3409736},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tweb/WangLTTXGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenLK20,
author = {Wang Chen and
Piji Li and
Irwin King},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {A Training-free and Reference-free Summarization Evaluation Metric
via Centrality-weighted Relevance and Self-referenced Redundancy},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {404--414},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.34},
doi = {10.18653/V1/2021.ACL-LONG.34},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ChenLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Jiao0T0LK20,
author = {Wenxiang Jiao and
Xing Wang and
Zhaopeng Tu and
Shuming Shi and
Michael R. Lyu and
Irwin King},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Self-Training Sampling with Monolingual Data Uncertainty for Neural
Machine Translation},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {2840--2850},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.221},
doi = {10.18653/V1/2021.ACL-LONG.221},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Jiao0T0LK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BaiZHSJJLLK20,
author = {Haoli Bai and
Wei Zhang and
Lu Hou and
Lifeng Shang and
Jin Jin and
Xin Jiang and
Qun Liu and
Michael R. Lyu and
Irwin King},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {BinaryBERT: Pushing the Limit of {BERT} Quantization},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {4334--4348},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.334},
doi = {10.18653/V1/2021.ACL-LONG.334},
timestamp = {Thu, 28 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BaiZHSJJLLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SongMZK21,
author = {Zixing Song and
Ziqiao Meng and
Yifei Zhang and
Irwin King},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Semi-supervised Multi-label Learning for Graph-structured Data},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1723--1733},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482391},
doi = {10.1145/3459637.3482391},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SongMZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WuSLK21,
author = {Weibin Wu and
Yuxin Su and
Michael R. Lyu and
Irwin King},
title = {Improving the Transferability of Adversarial Samples With Adversarial
Transformations},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {9024--9033},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Wu\_Improving\_the\_Transferability\_of\_Adversarial\_Samples\_With\_Adversarial\_Transformations\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00891},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WuSLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YauBKL21,
author = {Chung{-}Yiu Yau and
Haoli Bai and
Irwin King and
Michael R. Lyu},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {{DAP-BERT:} Differentiable Architecture Pruning of {BERT}},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13108},
pages = {367--378},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92185-9\_30},
doi = {10.1007/978-3-030-92185-9\_30},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/YauBKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FangBLXLK21,
author = {Xianghong Fang and
Haoli Bai and
Jian Li and
Zenglin Xu and
Michael R. Lyu and
Irwin King},
title = {Discrete Auto-regressive Variational Attention Models for Text Modeling},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534375},
doi = {10.1109/IJCNN52387.2021.9534375},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FangBLXLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001ZKHK21,
author = {Menglin Yang and
Min Zhou and
Marcus Kalander and
Zengfeng Huang and
Irwin King},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Discrete-time Temporal Network Embedding via Implicit Hierarchical
Learning in Hyperbolic Space},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1975--1985},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467422},
doi = {10.1145/3447548.3467422},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001ZKHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/HuTQTLKLK21,
author = {Zhihang Hu and
Bhaavanaa Thumu and
Yuren Qin and
ZhiSheng Tao and
Yijian Lu and
Omar Kan and
Yu Li and
Irwin King},
title = {DeepCURATER: Deep Learning for CoURse And Teaching Evaluation and
Review},
booktitle = {2021 {IEEE} International Conference on Engineering, Technology {\&}
Education (TALE), Wuhan, Hubei Province, China, December 5-8, 2021},
pages = {646--653},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/TALE52509.2021.9678633},
doi = {10.1109/TALE52509.2021.9678633},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tale/HuTQTLKLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06569,
author = {Yankai Chen and
Yaozu Wu and
Shicheng Ma and
Irwin King},
title = {A Literature Review of Recent Graph Embedding Techniques for Biomedical
Data},
journal = {CoRR},
volume = {abs/2101.06569},
year = {2021},
url = {https://arxiv.org/abs/2101.06569},
eprinttype = {arXiv},
eprint = {2101.06569},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07570,
author = {Thomas K. F. Chiu and
Helen Meng and
Ching{-}Sing Chai and
Irwin King and
Savio Wong and
Yeung Yam},
title = {Creation and Evaluation of a Pre-tertiary Artificial Intelligence
{(AI)} Curriculum},
journal = {CoRR},
volume = {abs/2101.07570},
year = {2021},
url = {https://arxiv.org/abs/2101.07570},
eprinttype = {arXiv},
eprint = {2101.07570},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08633,
author = {Yifan Gao and
Jingjing Li and
Michael R. Lyu and
Irwin King},
title = {Open-Retrieval Conversational Machine Reading},
journal = {CoRR},
volume = {abs/2102.08633},
year = {2021},
url = {https://arxiv.org/abs/2102.08633},
eprinttype = {arXiv},
eprint = {2102.08633},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-13303,
author = {Zixing Song and
Xiangli Yang and
Zenglin Xu and
Irwin King},
title = {Graph-based Semi-supervised Learning: {A} Comprehensive Review},
journal = {CoRR},
volume = {abs/2102.13303},
year = {2021},
url = {https://arxiv.org/abs/2102.13303},
eprinttype = {arXiv},
eprint = {2102.13303},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-13303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00164,
author = {Menglin Yang and
Ziqiao Meng and
Irwin King},
title = {FeatureNorm: {L2} Feature Normalization for Dynamic Graph Embedding},
journal = {CoRR},
volume = {abs/2103.00164},
year = {2021},
url = {https://arxiv.org/abs/2103.00164},
eprinttype = {arXiv},
eprint = {2103.00164},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00550,
author = {Xiangli Yang and
Zixing Song and
Irwin King and
Zenglin Xu},
title = {A Survey on Deep Semi-supervised Learning},
journal = {CoRR},
volume = {abs/2103.00550},
year = {2021},
url = {https://arxiv.org/abs/2103.00550},
eprinttype = {arXiv},
eprint = {2103.00550},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00941,
author = {Wenxiang Jiao and
Xing Wang and
Zhaopeng Tu and
Shuming Shi and
Michael R. Lyu and
Irwin King},
title = {Self-Training Sampling with Monolingual Data Uncertainty for Neural
Machine Translation},
journal = {CoRR},
volume = {abs/2106.00941},
year = {2021},
url = {https://arxiv.org/abs/2106.00941},
eprinttype = {arXiv},
eprint = {2106.00941},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04195,
author = {Pengpeng Liu and
Michael R. Lyu and
Irwin King and
Jia Xu},
title = {Learning by Distillation: {A} Self-Supervised Learning Framework for
Optical Flow Estimation},
journal = {CoRR},
volume = {abs/2106.04195},
year = {2021},
url = {https://arxiv.org/abs/2106.04195},
eprinttype = {arXiv},
eprint = {2106.04195},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08571,
author = {Xianghong Fang and
Haoli Bai and
Jian Li and
Zenglin Xu and
Michael R. Lyu and
Irwin King},
title = {Discrete Auto-regressive Variational Attention Models for Text Modeling},
journal = {CoRR},
volume = {abs/2106.08571},
year = {2021},
url = {https://arxiv.org/abs/2106.08571},
eprinttype = {arXiv},
eprint = {2106.08571},
timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10468,
author = {Hou Pong Chan and
Irwin King},
title = {A Condense-then-Select Strategy for Text Summarization},
journal = {CoRR},
volume = {abs/2106.10468},
year = {2021},
url = {https://arxiv.org/abs/2106.10468},
eprinttype = {arXiv},
eprint = {2106.10468},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13945,
author = {Wang Chen and
Piji Li and
Irwin King},
title = {A Training-free and Reference-free Summarization Evaluation Metric
via Centrality-weighted Relevance and Self-referenced Redundancy},
journal = {CoRR},
volume = {abs/2106.13945},
year = {2021},
url = {https://arxiv.org/abs/2106.13945},
eprinttype = {arXiv},
eprint = {2106.13945},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03767,
author = {Menglin Yang and
Min Zhou and
Marcus Kalander and
Zengfeng Huang and
Irwin King},
title = {Discrete-time Temporal Network Embedding via Implicit Hierarchical
Learning in Hyperbolic Space},
journal = {CoRR},
volume = {abs/2107.03767},
year = {2021},
url = {https://arxiv.org/abs/2107.03767},
eprinttype = {arXiv},
eprint = {2107.03767},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01268,
author = {Wang Chen and
Piji Li and
Hou Pong Chan and
Irwin King},
title = {Dialogue Summarization with Supporting Utterance Flow Modeling and
Fact Regularization},
journal = {CoRR},
volume = {abs/2108.01268},
year = {2021},
url = {https://arxiv.org/abs/2108.01268},
eprinttype = {arXiv},
eprint = {2108.01268},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03405,
author = {Hou Pong Chan and
Lu Wang and
Irwin King},
title = {Controllable Summarization with Constrained Markov Decision Process},
journal = {CoRR},
volume = {abs/2108.03405},
year = {2021},
url = {https://arxiv.org/abs/2108.03405},
eprinttype = {arXiv},
eprint = {2108.03405},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06468,
author = {Yankai Chen and
Menglin Yang and
Yingxue Zhang and
Mengchen Zhao and
Ziqiao Meng and
Jian Hao and
Irwin King},
title = {Modeling Scale-free Graphs for Knowledge-aware Recommendation},
journal = {CoRR},
volume = {abs/2108.06468},
year = {2021},
url = {https://arxiv.org/abs/2108.06468},
eprinttype = {arXiv},
eprint = {2108.06468},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02046,
author = {Yankai Chen and
Yaming Yang and
Yujing Wang and
Jing Bai and
Xiangchen Song and
Irwin King},
title = {Attentive Knowledge-aware Graph Convolutional Networks with Collaborative
Guidance for Recommendation},
journal = {CoRR},
volume = {abs/2109.02046},
year = {2021},
url = {https://arxiv.org/abs/2109.02046},
eprinttype = {arXiv},
eprint = {2109.02046},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13576,
author = {Yao Ma and
Shilin Zhao and
Weixiao Wang and
Yaoman Li and
Irwin King},
title = {Multimodality in Meta-Learning: {A} Comprehensive Survey},
journal = {CoRR},
volume = {abs/2109.13576},
year = {2021},
url = {https://arxiv.org/abs/2109.13576},
eprinttype = {arXiv},
eprint = {2109.13576},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15082,
author = {Haoli Bai and
Lu Hou and
Lifeng Shang and
Xin Jiang and
Irwin King and
Michael R. Lyu},
title = {Towards Efficient Post-training Quantization of Pre-trained Language
Models},
journal = {CoRR},
volume = {abs/2109.15082},
year = {2021},
url = {https://arxiv.org/abs/2109.15082},
eprinttype = {arXiv},
eprint = {2109.15082},
timestamp = {Thu, 28 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-15082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01944,
author = {Yankai Chen and
Yifei Zhang and
Yingxue Zhang and
Huifeng Guo and
Jingjie Li and
Ruiming Tang and
Xiuqiang He and
Irwin King},
title = {Towards Low-loss 1-bit Quantization of User-item Representations for
Top-K Recommendation},
journal = {CoRR},
volume = {abs/2112.01944},
year = {2021},
url = {https://arxiv.org/abs/2112.01944},
eprinttype = {arXiv},
eprint = {2112.01944},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenYZLK20,
author = {Xixian Chen and
Haiqin Yang and
Shenglin Zhao and
Michael R. Lyu and
Irwin King},
title = {Effective Data-Aware Covariance Estimator From Compressed Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {7},
pages = {2441--2454},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2929106},
doi = {10.1109/TNNLS.2019.2929106},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChenYZLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BaiWKL20,
author = {Haoli Bai and
Jiaxiang Wu and
Irwin King and
Michael R. Lyu},
title = {Few Shot Network Compression via Cross Distillation},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3203--3210},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5718},
doi = {10.1609/AAAI.V34I04.5718},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BaiWKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiaoLK20,
author = {Wenxiang Jiao and
Michael R. Lyu and
Irwin King},
title = {Real-Time Emotion Recognition via Attention Gated Hierarchical Memory
Network},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {8002--8009},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6309},
doi = {10.1609/AAAI.V34I05.6309},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiaoLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LiuHLKX20,
author = {Pengpeng Liu and
Xintong Han and
Michael R. Lyu and
Irwin King and
Jia Xu},
editor = {Hiroshi Ishikawa and
Cheng{-}Lin Liu and
Tom{\'{a}}s Pajdla and
Jianbo Shi},
title = {Learning 3D Face Reconstruction with a Pose Guidance Network},
booktitle = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer
Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected
Papers, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12626},
pages = {154--169},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-69541-5\_10},
doi = {10.1007/978-3-030-69541-5\_10},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/LiuHLKX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZengLHSXLK20,
author = {Jichuan Zeng and
Xi Victoria Lin and
Steven C. H. Hoi and
Richard Socher and
Caiming Xiong and
Michael R. Lyu and
Irwin King},
editor = {Asli Celikyilmaz and
Tsung{-}Hsien Wen},
title = {Photon: {A} Robust Cross-Domain Text-to-SQL System},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics: System Demonstrations, {ACL} 2020, Online, July 5-10,
2020},
pages = {204--214},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-demos.24},
doi = {10.18653/V1/2020.ACL-DEMOS.24},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZengLHSXLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GaoWJXSKLH20,
author = {Yifan Gao and
Chien{-}Sheng Wu and
Shafiq R. Joty and
Caiming Xiong and
Richard Socher and
Irwin King and
Michael R. Lyu and
Steven C. H. Hoi},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational
Machine Reading},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {935--945},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.88},
doi = {10.18653/V1/2020.ACL-MAIN.88},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GaoWJXSKLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenCLK20,
author = {Wang Chen and
Hou Pong Chan and
Piji Li and
Irwin King},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Exclusive Hierarchical Decoding for Deep Keyphrase Generation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {1095--1105},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.103},
doi = {10.18653/V1/2020.ACL-MAIN.103},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenCLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WuSCZKLT20,
author = {Weibin Wu and
Yuxin Su and
Xixian Chen and
Shenglin Zhao and
Irwin King and
Michael R. Lyu and
Yu{-}Wing Tai},
title = {Boosting the Transferability of Adversarial Samples via Attention},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {1158--1167},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Wu\_Boosting\_the\_Transferability\_of\_Adversarial\_Samples\_via\_Attention\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00124},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WuSCZKLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuKLX20,
author = {Pengpeng Liu and
Irwin King and
Michael R. Lyu and
Jia Xu},
title = {Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and
Stereo Matching},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {6647--6656},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Liu\_Flow2Stereo\_Effective\_Self-Supervised\_Learning\_of\_Optical\_Flow\_and\_Stereo\_Matching\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00668},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuKLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WuSCZKLT20a,
author = {Weibin Wu and
Yuxin Su and
Xixian Chen and
Shenglin Zhao and
Irwin King and
Michael R. Lyu and
Yu{-}Wing Tai},
title = {Towards Global Explanations of Convolutional Neural Networks With
Concept Attribution},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {8649--8658},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Wu\_Towards\_Global\_Explanations\_of\_Convolutional\_Neural\_Networks\_With\_Concept\_Attribution\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00868},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WuSCZKLT20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001LBLLK20,
author = {Yifan Gao and
Piji Li and
Wei Bi and
Xiaojiang Liu and
Michael R. Lyu and
Irwin King},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Dialogue Generation on Infrequent Sentence Functions via Structured
Meta-Learning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {431--440},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.40},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.40},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0001LBLLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiaoWHKLT20,
author = {Wenxiang Jiao and
Xing Wang and
Shilin He and
Irwin King and
Michael R. Lyu and
Zhaopeng Tu},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Data Rejuvenation: Exploiting Inactive Training Examples for Neural
Machine Translation},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {2255--2266},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.176},
doi = {10.18653/V1/2020.EMNLP-MAIN.176},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiaoWHKLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GaoWLJHXKL20,
author = {Yifan Gao and
Chien{-}Sheng Wu and
Jingjing Li and
Shafiq R. Joty and
Steven C. H. Hoi and
Caiming Xiong and
Irwin King and
Michael R. Lyu},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Discern: Discourse-Aware Entailment Reasoning Network for Conversational
Machine Reading},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {2439--2449},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.191},
doi = {10.18653/V1/2020.EMNLP-MAIN.191},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GaoWLJHXKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangLLK20,
author = {Yue Wang and
Jing Li and
Michael R. Lyu and
Irwin King},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Cross-Media Keyphrase Prediction: {A} Unified Framework with Multi-Modality
Multi-Head Attention and Image Wordings},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {3311--3324},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.268},
doi = {10.18653/V1/2020.EMNLP-MAIN.268},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangLLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangJLKXH20,
author = {Yue Wang and
Shafiq R. Joty and
Michael R. Lyu and
Irwin King and
Caiming Xiong and
Steven C. H. Hoi},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {{VD-BERT:} {A} Unified Vision and Dialog Transformer with {BERT}},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {3325--3338},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.269},
doi = {10.18653/V1/2020.EMNLP-MAIN.269},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangJLKXH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiaoLK20,
author = {Wenxiang Jiao and
Michael R. Lyu and
Irwin King},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Exploiting Unsupervised Data for Emotion Recognition in Conversations},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {4839--4846},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.435},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.435},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiaoLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangMK20,
author = {Menglin Yang and
Ziqiao Meng and
Irwin King},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {FeatureNorm: {L2} Feature Normalization for Dynamic Graph Embedding},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {731--740},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00082},
doi = {10.1109/ICDM50108.2020.00082},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YangMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ChenWMK20,
author = {Yankai Chen and
Yaozu Wu and
Shicheng Ma and
Irwin King},
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {A Literature Review of Recent Graph Embedding Techniques for Biomedical
Data},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part {V}},
series = {Communications in Computer and Information Science},
volume = {1333},
pages = {21--29},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63823-8\_3},
doi = {10.1007/978-3-030-63823-8\_3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ChenWMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/SaxenaLK20,
author = {Chandni Saxena and
Tianyu Liu and
Irwin King},
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {A Survey of Graph Curvature and Embedding in Non-Euclidean Spaces},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12533},
pages = {127--139},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63833-7\_11},
doi = {10.1007/978-3-030-63833-7\_11},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/SaxenaLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LiK20,
author = {Yaoman Li and
Irwin King},
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {AutoGraph: Automated Graph Neural Network},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12533},
pages = {189--201},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63833-7\_16},
doi = {10.1007/978-3-030-63833-7\_16},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/LiK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenZFCK20,
author = {Yankai Chen and
Jie Zhang and
Yixiang Fang and
Xin Cao and
Irwin King},
editor = {Christian Bessiere},
title = {Efficient Community Search over Large Directed Graph: An Augmented
Index-based Approach},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3544--3550},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/490},
doi = {10.24963/IJCAI.2020/490},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenZFCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLMJLK20,
author = {Jingjing Li and
Zichao Li and
Lili Mou and
Xin Jiang and
Michael R. Lyu and
Irwin King},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Unsupervised Text Generation by Learning from Search},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/7a677bb4477ae2dd371add568dd19e23-Abstract.html},
timestamp = {Fri, 21 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiLMJLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangBWSHKL020,
author = {Jiaxing Wang and
Haoli Bai and
Jiaxiang Wu and
Xupeng Shi and
Junzhou Huang and
Irwin King and
Michael R. Lyu and
Jian Cheng},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Revisiting Parameter Sharing for Automatic Neural Channel Number Search},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/42cd63cb189c30ed03e42ce2c069566c-Abstract.html},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangBWSHKL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChanCK20,
author = {Hou Pong Chan and
Wang Chen and
Irwin King},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {A Unified Dual-view Model for Review Summarization and Sentiment Classification
with Inconsistency Loss},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1191--1200},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401039},
doi = {10.1145/3397271.3401039},
timestamp = {Sun, 19 Jan 2025 13:11:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ChanCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/ChowLK20,
author = {Rudi Santoso Chow and
Chak Ming Lam and
Irwin King},
editor = {Hiroyuki Mitsuhara and
Yoshiko Goda and
Yutato Ohashi and
Ma. Mercedes T. Rodrigo and
Jun Shen and
Neelakantam Venkatarayalu and
Gary Wong and
Masanori Yamada and
Chi{-}Un Lei},
title = {Crisis Resilience Pedagogy {(CRP)} for Teaching and Learning},
booktitle = {{IEEE} International Conference on Teaching, Assessment, and Learning
for Engineering, {TALE} 2020, Takamatsu, Japan, December 8-11, 2020},
pages = {384--391},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/TALE48869.2020.9368496},
doi = {10.1109/TALE48869.2020.9368496},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tale/ChowLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/CaiK20,
author = {Haiyan Cai and
Irwin King},
editor = {Hiroyuki Mitsuhara and
Yoshiko Goda and
Yutato Ohashi and
Ma. Mercedes T. Rodrigo and
Jun Shen and
Neelakantam Venkatarayalu and
Gary Wong and
Masanori Yamada and
Chi{-}Un Lei},
title = {Education Technology for Online Learning in Times of Crisis},
booktitle = {{IEEE} International Conference on Teaching, Assessment, and Learning
for Engineering, {TALE} 2020, Takamatsu, Japan, December 8-11, 2020},
pages = {758--763},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/TALE48869.2020.9368387},
doi = {10.1109/TALE48869.2020.9368387},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tale/CaiK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Zeng0HGLK20,
author = {Jichuan Zeng and
Jing Li and
Yulan He and
Cuiyun Gao and
Michael R. Lyu and
Irwin King},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {What Changed Your Mind: The Roles of Dynamic Topics and Discourse
in Argumentation Process},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {1502--1513},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380223},
doi = {10.1145/3366423.3380223},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Zeng0HGLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0004ZMK20,
author = {Xinyu Fu and
Jiani Zhang and
Ziqiao Meng and
Irwin King},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {{MAGNN:} Metapath Aggregated Graph Neural Network for Heterogeneous
Graph Embedding},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2331--2341},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380297},
doi = {10.1145/3366423.3380297},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/0004ZMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2020-4,
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {1332},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63820-7},
doi = {10.1007/978-3-030-63820-7},
isbn = {978-3-030-63819-1},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/2020-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2020-5,
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part {V}},
series = {Communications in Computer and Information Science},
volume = {1333},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63823-8},
doi = {10.1007/978-3-030-63823-8},
isbn = {978-3-030-63822-1},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/2020-5.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2020-1,
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12532},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63830-6},
doi = {10.1007/978-3-030-63830-6},
isbn = {978-3-030-63829-0},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/2020-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2020-2,
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12533},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63833-7},
doi = {10.1007/978-3-030-63833-7},
isbn = {978-3-030-63832-0},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/2020-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2020-3,
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12534},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63836-8},
doi = {10.1007/978-3-030-63836-8},
isbn = {978-3-030-63835-1},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/2020-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2020,
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423},
doi = {10.1145/3366423},
isbn = {978-1-4503-7023-3},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01680,
author = {Xinyu Fu and
Jiani Zhang and
Ziqiao Meng and
Irwin King},
title = {{MAGNN:} Metapath Aggregated Graph Neural Network for Heterogeneous
Graph Embedding},
journal = {CoRR},
volume = {abs/2002.01680},
year = {2020},
url = {https://arxiv.org/abs/2002.01680},
eprinttype = {arXiv},
eprint = {2002.01680},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03536,
author = {Jichuan Zeng and
Jing Li and
Yulan He and
Cuiyun Gao and
Michael R. Lyu and
Irwin King},
title = {What Changed Your Mind: The Roles of Dynamic Topics and Discourse
in Argumentation Process},
journal = {CoRR},
volume = {abs/2002.03536},
year = {2020},
url = {https://arxiv.org/abs/2002.03536},
eprinttype = {arXiv},
eprint = {2002.03536},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03552,
author = {Cuiyun Gao and
Jichuan Zeng and
Xin Xia and
David Lo and
Michael R. Lyu and
Irwin King},
title = {Automating App Review Response Generation},
journal = {CoRR},
volume = {abs/2002.03552},
year = {2020},
url = {https://arxiv.org/abs/2002.03552},
eprinttype = {arXiv},
eprint = {2002.03552},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02138,
author = {Pengpeng Liu and
Irwin King and
Michael R. Lyu and
Jia Xu},
title = {Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and
Stereo Matching},
journal = {CoRR},
volume = {abs/2004.02138},
year = {2020},
url = {https://arxiv.org/abs/2004.02138},
eprinttype = {arXiv},
eprint = {2004.02138},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08511,
author = {Wang Chen and
Hou Pong Chan and
Piji Li and
Irwin King},
title = {Exclusive Hierarchical Decoding for Deep Keyphrase Generation},
journal = {CoRR},
volume = {abs/2004.08511},
year = {2020},
url = {https://arxiv.org/abs/2004.08511},
eprinttype = {arXiv},
eprint = {2004.08511},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09764,
author = {Xianghong Fang and
Haoli Bai and
Zenglin Xu and
Michael R. Lyu and
Irwin King},
title = {Discrete Variational Attention Models for Language Generation},
journal = {CoRR},
volume = {abs/2004.09764},
year = {2020},
url = {https://arxiv.org/abs/2004.09764},
eprinttype = {arXiv},
eprint = {2004.09764},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13278,
author = {Yue Wang and
Shafiq R. Joty and
Michael R. Lyu and
Irwin King and
Caiming Xiong and
Steven C. H. Hoi},
title = {{VD-BERT:} {A} Unified Vision and Dialog Transformer with {BERT}},
journal = {CoRR},
volume = {abs/2004.13278},
year = {2020},
url = {https://arxiv.org/abs/2004.13278},
eprinttype = {arXiv},
eprint = {2004.13278},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12484,
author = {Yifan Gao and
Chien{-}Sheng Wu and
Shafiq R. Joty and
Caiming Xiong and
Richard Socher and
Irwin King and
Michael R. Lyu and
Steven C. H. Hoi},
title = {{EMT:} Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational
Machine Reading},
journal = {CoRR},
volume = {abs/2005.12484},
year = {2020},
url = {https://arxiv.org/abs/2005.12484},
eprinttype = {arXiv},
eprint = {2005.12484},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01592,
author = {Hou Pong Chan and
Wang Chen and
Irwin King},
title = {A Unified Dual-view Model for Review Summarization and Sentiment Classification
with Inconsistency Loss},
journal = {CoRR},
volume = {abs/2006.01592},
year = {2020},
url = {https://arxiv.org/abs/2006.01592},
eprinttype = {arXiv},
eprint = {2006.01592},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08557,
author = {Jingjing Li and
Zichao Li and
Lili Mou and
Xin Jiang and
Michael R. Lyu and
Irwin King},
title = {Unsupervised Text Generation by Learning from Search},
journal = {CoRR},
volume = {abs/2007.08557},
year = {2020},
url = {https://arxiv.org/abs/2007.08557},
eprinttype = {arXiv},
eprint = {2007.08557},
timestamp = {Fri, 21 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15280,
author = {Jichuan Zeng and
Xi Victoria Lin and
Caiming Xiong and
Richard Socher and
Michael R. Lyu and
Irwin King and
Steven C. H. Hoi},
title = {Photon: {A} Robust Cross-Domain Text-to-SQL System},
journal = {CoRR},
volume = {abs/2007.15280},
year = {2020},
url = {https://arxiv.org/abs/2007.15280},
eprinttype = {arXiv},
eprint = {2007.15280},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07097,
author = {Jiaying Liu and
Feng Xia and
Lei Wang and
Bo Xu and
Xiangjie Kong and
Hanghang Tong and
Irwin King},
title = {Shifu2: {A} Network Representation Learning Based Model for Advisor-advisee
Relationship Mining},
journal = {CoRR},
volume = {abs/2008.07097},
year = {2020},
url = {https://arxiv.org/abs/2008.07097},
eprinttype = {arXiv},
eprint = {2008.07097},
timestamp = {Thu, 06 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09976,
author = {Cuiyun Gao and
Jichuan Zeng and
Zhiyuan Wen and
David Lo and
Xin Xia and
Irwin King and
Michael R. Lyu},
title = {Emerging App Issue Identification via Online Joint Sentiment-Topic
Tracing},
journal = {CoRR},
volume = {abs/2008.09976},
year = {2020},
url = {https://arxiv.org/abs/2008.09976},
eprinttype = {arXiv},
eprint = {2008.09976},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12112,
author = {Cuiyun Gao and
Jichuan Zeng and
David Lo and
Xin Xia and
Irwin King and
Michael R. Lyu},
title = {An Empirical Study of In-App Advertising Issues Based on Large Scale
App Review Analysis},
journal = {CoRR},
volume = {abs/2008.12112},
year = {2020},
url = {https://arxiv.org/abs/2008.12112},
eprinttype = {arXiv},
eprint = {2008.12112},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01495,
author = {Yifan Gao and
Piji Li and
Wei Bi and
Xiaojiang Liu and
Michael R. Lyu and
Irwin King},
title = {Dialogue Generation on Infrequent Sentence Functions via Structured
Meta-Learning},
journal = {CoRR},
volume = {abs/2010.01495},
year = {2020},
url = {https://arxiv.org/abs/2010.01495},
eprinttype = {arXiv},
eprint = {2010.01495},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01838,
author = {Yifan Gao and
Chien{-}Sheng Wu and
Jingjing Li and
Shafiq R. Joty and
Steven C. H. Hoi and
Caiming Xiong and
Irwin King and
Michael R. Lyu},
title = {Discern: Discourse-Aware Entailment Reasoning Network for Conversational
Machine Reading},
journal = {CoRR},
volume = {abs/2010.01838},
year = {2020},
url = {https://arxiv.org/abs/2010.01838},
eprinttype = {arXiv},
eprint = {2010.01838},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01908,
author = {Wenxiang Jiao and
Michael R. Lyu and
Irwin King},
title = {Exploiting Unsupervised Data for Emotion Recognition in Conversations},
journal = {CoRR},
volume = {abs/2010.01908},
year = {2020},
url = {https://arxiv.org/abs/2010.01908},
eprinttype = {arXiv},
eprint = {2010.01908},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02552,
author = {Wenxiang Jiao and
Xing Wang and
Shilin He and
Irwin King and
Michael R. Lyu and
Zhaopeng Tu},
title = {Data Rejuvenation: Exploiting Inactive Training Examples for Neural
Machine Translation},
journal = {CoRR},
volume = {abs/2010.02552},
year = {2020},
url = {https://arxiv.org/abs/2010.02552},
eprinttype = {arXiv},
eprint = {2010.02552},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04384,
author = {Pengpeng Liu and
Xintong Han and
Michael R. Lyu and
Irwin King and
Jia Xu},
title = {Learning 3D Face Reconstruction with a Pose Guidance Network},
journal = {CoRR},
volume = {abs/2010.04384},
year = {2020},
url = {https://arxiv.org/abs/2010.04384},
eprinttype = {arXiv},
eprint = {2010.04384},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04948,
author = {Xixian Chen and
Haiqin Yang and
Shenglin Zhao and
Michael R. Lyu and
Irwin King},
title = {Making Online Sketching Hashing Even Faster},
journal = {CoRR},
volume = {abs/2010.04948},
year = {2020},
url = {https://arxiv.org/abs/2010.04948},
eprinttype = {arXiv},
eprint = {2010.04948},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04966,
author = {Xixian Chen and
Haiqin Yang and
Shenglin Zhao and
Michael R. Lyu and
Irwin King},
title = {Effective Data-aware Covariance Estimator from Compressed Data},
journal = {CoRR},
volume = {abs/2010.04966},
year = {2020},
url = {https://arxiv.org/abs/2010.04966},
eprinttype = {arXiv},
eprint = {2010.04966},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16063,
author = {Cuiyun Gao and
Jichuan Zeng and
Federica Sarro and
David Lo and
Irwin King and
Michael R. Lyu},
title = {Do Users Care about Ad's Performance Costs? Exploring the Effects
of the Performance Costs of In-App Ads on User Experience},
journal = {CoRR},
volume = {abs/2010.16063},
year = {2020},
url = {https://arxiv.org/abs/2010.16063},
eprinttype = {arXiv},
eprint = {2010.16063},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-16063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01565,
author = {Yue Wang and
Jing Li and
Michael R. Lyu and
Irwin King},
title = {Cross-Media Keyphrase Prediction: {A} Unified Framework with Multi-Modality
Multi-Head Attention and Image Wordings},
journal = {CoRR},
volume = {abs/2011.01565},
year = {2020},
url = {https://arxiv.org/abs/2011.01565},
eprinttype = {arXiv},
eprint = {2011.01565},
timestamp = {Sat, 16 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11288,
author = {Yaoman Li and
Irwin King},
title = {AutoGraph: Automated Graph Neural Network},
journal = {CoRR},
volume = {abs/2011.11288},
year = {2020},
url = {https://arxiv.org/abs/2011.11288},
eprinttype = {arXiv},
eprint = {2011.11288},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15701,
author = {Haoli Bai and
Wei Zhang and
Lu Hou and
Lifeng Shang and
Jing Jin and
Xin Jiang and
Qun Liu and
Michael R. Lyu and
Irwin King},
title = {BinaryBERT: Pushing the Limit of {BERT} Quantization},
journal = {CoRR},
volume = {abs/2012.15701},
year = {2020},
url = {https://arxiv.org/abs/2012.15701},
eprinttype = {arXiv},
eprint = {2012.15701},
timestamp = {Thu, 28 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/ZengLHGLK19,
author = {Jichuan Zeng and
Jing Li and
Yulan He and
Cuiyun Gao and
Michael R. Lyu and
Irwin King},
title = {What You Say and How You Say it: Joint Modeling of Topics and Discourse
in Microblog Conversations},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {7},
pages = {267--281},
year = {2019},
url = {https://doi.org/10.1162/tacl\_a\_00267},
doi = {10.1162/TACL\_A\_00267},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/ZengLHGLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenGZKL19,
author = {Wang Chen and
Yifan Gao and
Jiani Zhang and
Irwin King and
Michael R. Lyu},
title = {Title-Guided Encoding for Keyphrase Generation},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6268--6275},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016268},
doi = {10.1609/AAAI.V33I01.33016268},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenGZKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoBLKL19,
author = {Yifan Gao and
Lidong Bing and
Piji Li and
Irwin King and
Michael R. Lyu},
title = {Generating Distractors for Reading Comprehension Questions from Real
Examinations},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6423--6430},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016423},
doi = {10.1609/AAAI.V33I01.33016423},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GaoBLKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuKLX19,
author = {Pengpeng Liu and
Irwin King and
Michael R. Lyu and
Jia Xu},
title = {DDFlow: Learning Optical Flow with Unlabeled Data Distillation},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {8770--8777},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33018770},
doi = {10.1609/AAAI.V33I01.33018770},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuKLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChanCWK19,
author = {Hou Pong Chan and
Wang Chen and
Lu Wang and
Irwin King},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Neural Keyphrase Generation via Reinforcement Learning with Adaptive
Rewards},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {2163--2174},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1208},
doi = {10.18653/V1/P19-1208},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChanCWK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangLCKLS19,
author = {Yue Wang and
Jing Li and
Hou Pong Chan and
Irwin King and
Michael R. Lyu and
Shuming Shi},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Topic-Aware Neural Keyphrase Generation for Social Media Language},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {2516--2526},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1240},
doi = {10.18653/V1/P19-1240},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WangLCKLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GaoLKL19,
author = {Yifan Gao and
Piji Li and
Irwin King and
Michael R. Lyu},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Interconnected Question Generation with Coreference Alignment and
Conversation Flow Modeling},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {4853--4862},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1480},
doi = {10.18653/V1/P19-1480},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GaoLKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001LKW19,
author = {Feng Xia and
Huan Liu and
Irwin King and
Kuansan Wang},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {BigScholar 2019: The 6th Workshop on Big Scholarly Data},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {3003--3004},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358806},
doi = {10.1145/3357384.3358806},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0001LKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuLKX19,
author = {Pengpeng Liu and
Michael R. Lyu and
Irwin King and
Jia Xu},
title = {SelFlow: Self-Supervised Learning of Optical Flow},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {4571--4580},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Liu\_SelFlow\_Self-Supervised\_Learning\_of\_Optical\_Flow\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00470},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuLKX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/WuXZLK19,
author = {Weibin Wu and
Hui Xu and
Sanqiang Zhong and
Michael R. Lyu and
Irwin King},
title = {Deep Validation: Toward Detecting Real-World Corner Cases for Deep
Neural Networks},
booktitle = {49th Annual {IEEE/IFIP} International Conference on Dependable Systems
and Networks, {DSN} 2019, Portland, OR, USA, June 24-27, 2019},
pages = {125--137},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSN.2019.00026},
doi = {10.1109/DSN.2019.00026},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsn/WuXZLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiGBKL19,
author = {Jingjing Li and
Yifan Gao and
Lidong Bing and
Irwin King and
Michael R. Lyu},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Improving Question Generation With to the Point Context},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {3214--3224},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1317},
doi = {10.18653/V1/D19-1317},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiGBKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/GaoZD0ZLK19,
author = {Cuiyun Gao and
Wujie Zheng and
Yuetang Deng and
David Lo and
Jichuan Zeng and
Michael R. Lyu and
Irwin King},
editor = {Helen Sharp and
Mike Whalen},
title = {Emerging app issue identification from user feedback: experience on
WeChat},
booktitle = {Proceedings of the 41st International Conference on Software Engineering:
Software Engineering in Practice, {ICSE} {(SEIP)} 2019, Montreal,
QC, Canada, May 25-31, 2019},
pages = {279--288},
publisher = {{IEEE} / {ACM}},
year = {2019},
url = {https://doi.org/10.1109/ICSE-SEIP.2019.00040},
doi = {10.1109/ICSE-SEIP.2019.00040},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/GaoZD0ZLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SuZCKL19,
author = {Yuxin Su and
Shenglin Zhao and
Xixian Chen and
Irwin King and
Michael R. Lyu},
editor = {Sarit Kraus},
title = {Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3483--3489},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/483},
doi = {10.24963/IJCAI.2019/483},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/SuZCKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangSZK19,
author = {Jiani Zhang and
Xingjian Shi and
Shenglin Zhao and
Irwin King},
editor = {Sarit Kraus},
title = {{STAR-GCN:} Stacked and Reconstructed Graph Convolutional Networks
for Recommender Systems},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4264--4270},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/592},
doi = {10.24963/IJCAI.2019/592},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangSZK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GaoBCLK19,
author = {Yifan Gao and
Lidong Bing and
Wang Chen and
Michael R. Lyu and
Irwin King},
editor = {Sarit Kraus},
title = {Difficulty Controllable Generation of Reading Comprehension Questions},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4968--4974},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/690},
doi = {10.24963/IJCAI.2019/690},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GaoBCLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/LiK19,
author = {Yaoman Li and
Irwin King},
editor = {Huchuan Lu and
Huajin Tang and
Zhanshan Wang},
title = {Architecture Search for Image Inpainting},
booktitle = {Advances in Neural Networks - {ISNN} 2019 - 16th International Symposium
on Neural Networks, {ISNN} 2019, Moscow, Russia, July 10-12, 2019,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11554},
pages = {106--115},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22796-8\_12},
doi = {10.1007/978-3-030-22796-8\_12},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/LiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/GaoZX0LK19,
author = {Cuiyun Gao and
Jichuan Zeng and
Xin Xia and
David Lo and
Michael R. Lyu and
Irwin King},
title = {Automating App Review Response Generation},
booktitle = {34th {IEEE/ACM} International Conference on Automated Software Engineering,
{ASE} 2019, San Diego, CA, USA, November 11-15, 2019},
pages = {163--175},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ASE.2019.00025},
doi = {10.1109/ASE.2019.00025},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kbse/GaoZX0LK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/JiaoYKL19,
author = {Wenxiang Jiao and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion
Recognition},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {397--406},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1037},
doi = {10.18653/V1/N19-1037},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/JiaoYKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangLKLS19,
author = {Yue Wang and
Jing Li and
Irwin King and
Michael R. Lyu and
Shuming Shi},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Microblog Hashtag Generation via Encoding Conversation Contexts},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {1624--1633},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1164},
doi = {10.18653/V1/N19-1164},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WangLKLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ChenCLBK19,
author = {Wang Chen and
Hou Pong Chan and
Piji Li and
Lidong Bing and
Irwin King},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {An Integrated Approach for Keyphrase Generation via Exploring the
Power of Retrieval and Extraction},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {2846--2856},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1292},
doi = {10.18653/V1/N19-1292},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ChenCLBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tale/ChowHK19,
author = {Rudi Chow and
Marco Ho and
Irwin King},
title = {Online Micro-Modules Library Production for Fundamental Programming
Courses with Active Learning},
booktitle = {{IEEE} International Conference on Engineering, Technology and Education,
{TALE} 2019, Yogyakarta, Indonesia, December 10-13, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/TALE48000.2019.9226004},
doi = {10.1109/TALE48000.2019.9226004},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tale/ChowHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09145,
author = {Pengpeng Liu and
Irwin King and
Michael R. Lyu and
Jia Xu},
title = {DDFlow: Learning Optical Flow with Unlabeled Data Distillation},
journal = {CoRR},
volume = {abs/1902.09145},
year = {2019},
url = {http://arxiv.org/abs/1902.09145},
eprinttype = {arXiv},
eprint = {1902.09145},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07319,
author = {Jichuan Zeng and
Jing Li and
Yulan He and
Cuiyun Gao and
Michael R. Lyu and
Irwin King},
title = {What You Say and How You Say it: Joint Modeling of Topics and Discourse
in Microblog Conversations},
journal = {CoRR},
volume = {abs/1903.07319},
year = {2019},
url = {http://arxiv.org/abs/1903.07319},
eprinttype = {arXiv},
eprint = {1903.07319},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03454,
author = {Wang Chen and
Hou Pong Chan and
Piji Li and
Lidong Bing and
Irwin King},
title = {An Integrated Approach for Keyphrase Generation via Exploring the
Power of Retrieval and Extraction},
journal = {CoRR},
volume = {abs/1904.03454},
year = {2019},
url = {http://arxiv.org/abs/1904.03454},
eprinttype = {arXiv},
eprint = {1904.03454},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04446,
author = {Wenxiang Jiao and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion
Recognition},
journal = {CoRR},
volume = {abs/1904.04446},
year = {2019},
url = {http://arxiv.org/abs/1904.04446},
eprinttype = {arXiv},
eprint = {1904.04446},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09117,
author = {Pengpeng Liu and
Michael R. Lyu and
Irwin King and
Jia Xu},
title = {SelFlow: Self-Supervised Learning of Optical Flow},
journal = {CoRR},
volume = {abs/1904.09117},
year = {2019},
url = {http://arxiv.org/abs/1904.09117},
eprinttype = {arXiv},
eprint = {1904.09117},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07584,
author = {Yue Wang and
Jing Li and
Irwin King and
Michael R. Lyu and
Shuming Shi},
title = {Microblog Hashtag Generation via Encoding Conversation Contexts},
journal = {CoRR},
volume = {abs/1905.07584},
year = {2019},
url = {http://arxiv.org/abs/1905.07584},
eprinttype = {arXiv},
eprint = {1905.07584},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13129,
author = {Jiani Zhang and
Xingjian Shi and
Shenglin Zhao and
Irwin King},
title = {{STAR-GCN:} Stacked and Reconstructed Graph Convolutional Networks
for Recommender Systems},
journal = {CoRR},
volume = {abs/1905.13129},
year = {2019},
url = {http://arxiv.org/abs/1905.13129},
eprinttype = {arXiv},
eprint = {1905.13129},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03889,
author = {Yue Wang and
Jing Li and
Hou Pong Chan and
Irwin King and
Michael R. Lyu and
Shuming Shi},
title = {Topic-Aware Neural Keyphrase Generation for Social Media Language},
journal = {CoRR},
volume = {abs/1906.03889},
year = {2019},
url = {http://arxiv.org/abs/1906.03889},
eprinttype = {arXiv},
eprint = {1906.03889},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04106,
author = {Hou Pong Chan and
Wang Chen and
Lu Wang and
Irwin King},
title = {Neural Keyphrase Generation via Reinforcement Learning with Adaptive
Rewards},
journal = {CoRR},
volume = {abs/1906.04106},
year = {2019},
url = {http://arxiv.org/abs/1906.04106},
eprinttype = {arXiv},
eprint = {1906.04106},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06893,
author = {Yifan Gao and
Piji Li and
Irwin King and
Michael R. Lyu},
title = {Interconnected Question Generation with Coreference Alignment and
Conversation Flow Modeling},
journal = {CoRR},
volume = {abs/1906.06893},
year = {2019},
url = {http://arxiv.org/abs/1906.06893},
eprinttype = {arXiv},
eprint = {1906.06893},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06036,
author = {Jingjing Li and
Yifan Gao and
Lidong Bing and
Irwin King and
Michael R. Lyu},
title = {Improving Question Generation With to the Point Context},
journal = {CoRR},
volume = {abs/1910.06036},
year = {2019},
url = {http://arxiv.org/abs/1910.06036},
eprinttype = {arXiv},
eprint = {1910.06036},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08916,
author = {Wenxiang Jiao and
Michael R. Lyu and
Irwin King},
title = {PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level
Emotion Recognition},
journal = {CoRR},
volume = {abs/1910.08916},
year = {2019},
url = {http://arxiv.org/abs/1910.08916},
eprinttype = {arXiv},
eprint = {1910.08916},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09362,
author = {Wenxiang Jiao and
Irwin King and
Michael R. Lyu},
title = {Improving Word Representations: {A} Sub-sampled Unigram Distribution
for Negative Sampling},
journal = {CoRR},
volume = {abs/1910.09362},
year = {2019},
url = {http://arxiv.org/abs/1910.09362},
eprinttype = {arXiv},
eprint = {1910.09362},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09075,
author = {Wenxiang Jiao and
Michael R. Lyu and
Irwin King},
title = {Real-Time Emotion Recognition via Attention Gated Hierarchical Memory
Network},
journal = {CoRR},
volume = {abs/1911.09075},
year = {2019},
url = {http://arxiv.org/abs/1911.09075},
eprinttype = {arXiv},
eprint = {1911.09075},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09450,
author = {Haoli Bai and
Jiaxiang Wu and
Irwin King and
Michael R. Lyu},
title = {Few Shot Network Compression via Cross Distillation},
journal = {CoRR},
volume = {abs/1911.09450},
year = {2019},
url = {http://arxiv.org/abs/1911.09450},
eprinttype = {arXiv},
eprint = {1911.09450},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sbcs/ZhaoLK18,
author = {Shenglin Zhao and
Michael R. Lyu and
Irwin King},
title = {Point-of-Interest Recommendation in Location-Based Social Networks},
series = {Springer Briefs in Computer Science},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-1349-3},
doi = {10.1007/978-981-13-1349-3},
isbn = {978-981-13-1348-6},
timestamp = {Fri, 20 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sbcs/ZhaoLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ZhaoKL18,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu},
title = {Aggregated Temporal Tensor Factorization Model for Point-of-Interest
Recommendation},
journal = {Neural Process. Lett.},
volume = {47},
number = {3},
pages = {975--992},
year = {2018},
url = {https://doi.org/10.1007/s11063-017-9681-8},
doi = {10.1007/S11063-017-9681-8},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/ZhaoKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/ZhangNKL18,
author = {Hongyi Zhang and
Xingyu Niu and
Irwin King and
Michael R. Lyu},
title = {Overlapping community detection with preference and locality information:
a non-negative matrix factorization approach},
journal = {Soc. Netw. Anal. Min.},
volume = {8},
number = {1},
pages = {43:1--43:14},
year = {2018},
url = {https://doi.org/10.1007/s13278-018-0521-2},
doi = {10.1007/S13278-018-0521-2},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/snam/ZhangNKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuYLKS18,
author = {Junjie Hu and
Haiqin Yang and
Michael R. Lyu and
Irwin King and
Anthony Man{-}Cho So},
title = {Online Nonlinear {AUC} Maximization for Imbalanced Data Sets},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {4},
pages = {882--895},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2016.2610465},
doi = {10.1109/TNNLS.2016.2610465},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HuYLKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BaiCLKX18,
author = {Haoli Bai and
Zhuangbin Chen and
Michael R. Lyu and
Irwin King and
Zenglin Xu},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Neural Relational Topic Models for Scientific Article Analysis},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {27--36},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271696},
doi = {10.1145/3269206.3271696},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BaiCLKX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SuLK18,
author = {Yuxin Su and
Michael R. Lyu and
Irwin King},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Communication-Efficient Distributed Deep Metric Learning with Hybrid
Synchronization},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1463--1472},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271807},
doi = {10.1145/3269206.3271807},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SuLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZengLSGLK18,
author = {Jichuan Zeng and
Jing Li and
Yan Song and
Cuiyun Gao and
Michael R. Lyu and
Irwin King},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Topic Memory Networks for Short Text Classification},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3120--3131},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1351},
doi = {10.18653/V1/D18-1351},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZengLSGLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChanK18,
author = {Hou Pong Chan and
Irwin King},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Thread Popularity Prediction and Tracking with a Permutation-invariant
Model},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3392--3401},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1376},
doi = {10.18653/V1/D18-1376},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChanK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ZhaoCKL18,
author = {Shenglin Zhao and
Xixian Chen and
Irwin King and
Michael R. Lyu},
title = {Personalized Sequential Check-in Prediction: Beyond Geographical and
Temporal Contexts},
booktitle = {2018 {IEEE} International Conference on Multimedia and Expo, {ICME}
2018, San Diego, CA, USA, July 23-27, 2018},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICME.2018.8486476},
doi = {10.1109/ICME.2018.8486476},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/ZhaoCKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/GaoZLK18,
author = {Cuiyun Gao and
Jichuan Zeng and
Michael R. Lyu and
Irwin King},
editor = {Michel Chaudron and
Ivica Crnkovic and
Marsha Chechik and
Mark Harman},
title = {Online app review analysis for identifying emerging issues},
booktitle = {Proceedings of the 40th International Conference on Software Engineering,
{ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018},
pages = {48--58},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3180155.3180218},
doi = {10.1145/3180155.3180218},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/GaoZLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuKLY18,
author = {Xiaotian Yu and
Irwin King and
Michael R. Lyu and
Tianbao Yang},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {A Generic Approach for Accelerating Stochastic Zeroth-Order Convex
Optimization},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3040--3046},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/422},
doi = {10.24963/IJCAI.2018/422},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuKLY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiWLK18,
author = {Jian Li and
Yue Wang and
Michael R. Lyu and
Irwin King},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Code Completion with Neural Attention and Pointer Networks},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {4159--4165},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/578},
doi = {10.24963/IJCAI.2018/578},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiWLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/GaoZSLK18,
author = {Cuiyun Gao and
Jichuan Zeng and
Federica Sarro and
Michael R. Lyu and
Irwin King},
editor = {Li Li and
Guozhu Meng and
Jacques Klein and
Sam Malek},
title = {Exploring the effects of ad schemes on the performance cost of mobile
phones},
booktitle = {Proceedings of the 1st International Workshop on Advances in Mobile
App Analysis, A-Mobile@ASE 2018, Montpellier, France, September 4,
2018},
pages = {13--18},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3243218.3243221},
doi = {10.1145/3243218.3243221},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kbse/GaoZSLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShaoYKL18,
author = {Han Shao and
Xiaotian Yu and
Irwin King and
Michael R. Lyu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed
Payoffs},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8430--8439},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/173f0f6bb0ee97cf5098f73ee94029d4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShaoYKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/GaoZ0LLK18,
author = {Cuiyun Gao and
Jichuan Zeng and
David Lo and
Chin{-}Yew Lin and
Michael R. Lyu and
Irwin King},
editor = {Gary T. Leavens and
Alessandro Garcia and
Corina S. Pasareanu},
title = {{INFAR:} insight extraction from app reviews},
booktitle = {Proceedings of the 2018 {ACM} Joint Meeting on European Software Engineering
Conference and Symposium on the Foundations of Software Engineering,
{ESEC/SIGSOFT} {FSE} 2018, Lake Buena Vista, FL, USA, November 04-09,
2018},
pages = {904--907},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3236024.3264595},
doi = {10.1145/3236024.3264595},
timestamp = {Mon, 05 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigsoft/GaoZ0LLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangSXMKY18,
author = {Jiani Zhang and
Xingjian Shi and
Junyuan Xie and
Hao Ma and
Irwin King and
Dit{-}Yan Yeung},
editor = {Amir Globerson and
Ricardo Silva},
title = {GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal
Graphs},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {339--349},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/139.pdf},
timestamp = {Wed, 05 Feb 2025 17:14:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangSXMKY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YuSLK18,
author = {Xiaotian Yu and
Han Shao and
Michael R. Lyu and
Irwin King},
editor = {Amir Globerson and
Ricardo Silva},
title = {Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {937--946},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/332.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YuSLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/MaKL18,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Social Recommendation in Dynamic Networks},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_189},
doi = {10.1007/978-1-4939-7131-2\_189},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/MaKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-07294,
author = {Jiani Zhang and
Xingjian Shi and
Junyuan Xie and
Hao Ma and
Irwin King and
Dit{-}Yan Yeung},
title = {GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal
Graphs},
journal = {CoRR},
volume = {abs/1803.07294},
year = {2018},
url = {http://arxiv.org/abs/1803.07294},
eprinttype = {arXiv},
eprint = {1803.07294},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-07294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10313,
author = {Hui Xu and
Yuxin Su and
Zirui Zhao and
Yangfan Zhou and
Michael R. Lyu and
Irwin King},
title = {DeepObfuscation: Securing the Structure of Convolutional Neural Networks
via Knowledge Distillation},
journal = {CoRR},
volume = {abs/1806.10313},
year = {2018},
url = {http://arxiv.org/abs/1806.10313},
eprinttype = {arXiv},
eprint = {1806.10313},
timestamp = {Tue, 11 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03586,
author = {Yifan Gao and
Jianan Wang and
Lidong Bing and
Irwin King and
Michael R. Lyu},
title = {Difficulty Controllable Question Generation for Reading Comprehension},
journal = {CoRR},
volume = {abs/1807.03586},
year = {2018},
url = {http://arxiv.org/abs/1807.03586},
eprinttype = {arXiv},
eprint = {1807.03586},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08575,
author = {Wang Chen and
Yifan Gao and
Jiani Zhang and
Irwin King and
Michael R. Lyu},
title = {Title-Guided Encoding for Keyphrase Generation},
journal = {CoRR},
volume = {abs/1808.08575},
year = {2018},
url = {http://arxiv.org/abs/1808.08575},
eprinttype = {arXiv},
eprint = {1808.08575},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02768,
author = {Yifan Gao and
Lidong Bing and
Piji Li and
Irwin King and
Michael R. Lyu},
title = {Generating Distractors for Reading Comprehension Questions from Real
Examinations},
journal = {CoRR},
volume = {abs/1809.02768},
year = {2018},
url = {http://arxiv.org/abs/1809.02768},
eprinttype = {arXiv},
eprint = {1809.02768},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03664,
author = {Jichuan Zeng and
Jing Li and
Yan Song and
Cuiyun Gao and
Michael R. Lyu and
Irwin King},
title = {Topic Memory Networks for Short Text Classification},
journal = {CoRR},
volume = {abs/1809.03664},
year = {2018},
url = {http://arxiv.org/abs/1809.03664},
eprinttype = {arXiv},
eprint = {1809.03664},
timestamp = {Sat, 03 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10895,
author = {Han Shao and
Xiaotian Yu and
Irwin King and
Michael R. Lyu},
title = {Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed
Payoffs},
journal = {CoRR},
volume = {abs/1810.10895},
year = {2018},
url = {http://arxiv.org/abs/1810.10895},
eprinttype = {arXiv},
eprint = {1810.10895},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HolmesLLKSZ17,
author = {Geoffrey Holmes and
Tie{-}Yan Liu and
Hang Li and
Irwin King and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Introduction: special issue of selected papers from {ACML} 2015},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {459--461},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5636-6},
doi = {10.1007/S10994-017-5636-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HolmesLLKSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuLK17,
author = {Xiaotian Yu and
Michael R. Lyu and
Irwin King},
editor = {Satinder Singh and
Shaul Markovitch},
title = {{CBRAP:} Contextual Bandits with RAndom Projection},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2859--2866},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10888},
doi = {10.1609/AAAI.V31I1.10888},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/NiuZLK17,
author = {Xingyu Niu and
Hongyi Zhang and
Michael R. Lyu and
Irwin King},
editor = {Gao Cong and
Wen{-}Chih Peng and
Wei Emma Zhang and
Chengliang Li and
Aixin Sun},
title = {From Mutual Friends to Overlapping Community Detection: {A} Non-negative
Matrix Factorization Approach},
booktitle = {Advanced Data Mining and Applications - 13th International Conference,
{ADMA} 2017, Singapore, November 5-6, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10604},
pages = {180--194},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-69179-4\_13},
doi = {10.1007/978-3-319-69179-4\_13},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/NiuZLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChengZZKZW17,
author = {Jiajun Cheng and
Shenglin Zhao and
Jiani Zhang and
Irwin King and
Xin Zhang and
Hui Wang},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Aspect-level Sentiment Classification with {HEAT} (HiErarchical ATtention)
Network},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {97--106},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133037},
doi = {10.1145/3132847.3133037},
timestamp = {Wed, 08 Oct 2025 07:50:15 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChengZZKZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ZhangZYZYLK17,
author = {Sheng Zhang and
Shenglin Zhao and
Mingxuan Yuan and
Jia Zeng and
Jianguo Yao and
Michael R. Lyu and
Irwin King},
editor = {Erik G. Hoel and
Shawn D. Newsam and
Siva Ravada and
Roberto Tamassia and
Goce Trajcevski},
title = {Traffic Prediction Based Power Saving in Cellular Networks: {A} Machine
Learning Method},
booktitle = {Proceedings of the 25th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2017, Redondo
Beach, CA, USA, November 7-10, 2017},
pages = {29:1--29:10},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3139958.3140053},
doi = {10.1145/3139958.3140053},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/ZhangZYZYLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuKL17,
author = {Xiaotian Yu and
Irwin King and
Michael R. Lyu},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Risk Control of Best Arm Identification in Multi-armed Bandits via
Successive Rejects},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1147--1152},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.153},
doi = {10.1109/ICDM.2017.153},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLK17,
author = {Xixian Chen and
Michael R. Lyu and
Irwin King},
editor = {Doina Precup and
Yee Whye Teh},
title = {Toward Efficient and Accurate Covariance Matrix Estimation on Compressed
Data},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {767--776},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chen17g.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhaoKL17,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu},
editor = {Derong Liu and
Shengli Xie and
Yuanqing Li and
Dongbin Zhao and
El{-}Sayed M. El{-}Alfy},
title = {Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest
Recommendation},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {10638},
pages = {368--377},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70139-4\_37},
doi = {10.1007/978-3-319-70139-4\_37},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhaoKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiXWYKL17,
author = {Guangxi Li and
Zenglin Xu and
Linnan Wang and
Jinmian Ye and
Irwin King and
Michael R. Lyu},
title = {Simple and efficient parallelization for probabilistic temporal tensor
factorization},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965828},
doi = {10.1109/IJCNN.2017.7965828},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiXWYKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhaoMLK17,
author = {Tong Zhao and
Julian J. McAuley and
Mengya Li and
Irwin King},
title = {Improving recommendation accuracy using networks of substitutable
and complementary products},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3649--3655},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966315},
doi = {10.1109/IJCNN.2017.7966315},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhaoMLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhaoHRK17,
author = {Tong Zhao and
Mandy Hu and
Razieh Rahimi and
Irwin King},
title = {It's about time! Modeling customer behaviors as the secretary problem
in daily deal websites},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3670--3679},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966318},
doi = {10.1109/IJCNN.2017.7966318},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhaoHRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SuKL17,
author = {Yuxin Su and
Irwin King and
Michael R. Lyu},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {Learning to Rank Using Localized Geometric Mean Metrics},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {45--54},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080828},
doi = {10.1145/3077136.3080828},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SuKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhaoKLZY17,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu and
Jia Zeng and
Mingxuan Yuan},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {Mining Business Opportunities from Location-based Social Networks},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {1037--1040},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080712},
doi = {10.1145/3077136.3080712},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ZhaoKLZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenKL17,
author = {Xixian Chen and
Irwin King and
Michael R. Lyu},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {{FROSH:} FasteR Online Sketching Hashing},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/12.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChenKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhaoZKL17,
author = {Shenglin Zhao and
Tong Zhao and
Irwin King and
Michael R. Lyu},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest
Recommendation},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {153--162},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054138},
doi = {10.1145/3041021.3054138},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhaoZKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangLXKT17,
author = {Wei Wang and
Jiaying Liu and
Feng Xia and
Irwin King and
Hanghang Tong},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Shifu: Deep Learning Based Advisor-advisee Relationship Mining in
Scholarly Big Data},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {303--310},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054159},
doi = {10.1145/3041021.3054159},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WangLXKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChanK17,
author = {Hou Pong Chan and
Irwin King},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Leveraging Social Connections to Improve Peer Assessment in MOOCs},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {341--349},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054165},
doi = {10.1145/3041021.3054165},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChanK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangSKY17,
author = {Jiani Zhang and
Xingjian Shi and
Irwin King and
Dit{-}Yan Yeung},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Dynamic Key-Value Memory Networks for Knowledge Tracing},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {765--774},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052580},
doi = {10.1145/3038912.3052580},
timestamp = {Sun, 02 Nov 2025 21:27:17 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangSKY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SuKL17,
author = {Yuxin Su and
Irwin King and
Michael R. Lyu},
title = {Learning to Rank Using Localized Geometric Mean Metrics},
journal = {CoRR},
volume = {abs/1705.07563},
year = {2017},
url = {http://arxiv.org/abs/1705.07563},
eprinttype = {arXiv},
eprint = {1705.07563},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SuKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06491,
author = {Joachim de Curt{\`{o}} and
Irene C. Zarza and
Fernando De la Torre and
Irwin King and
Michael R. Lyu},
title = {High-Resolution Deep Convolutional Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1711.06491},
year = {2017},
url = {http://arxiv.org/abs/1711.06491},
eprinttype = {arXiv},
eprint = {1711.06491},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09345,
author = {Pengpeng Liu and
Xiaojuan Qi and
Pinjia He and
Yikang Li and
Michael R. Lyu and
Irwin King},
title = {Semantically Consistent Image Completion with Fine-grained Details},
journal = {CoRR},
volume = {abs/1711.09345},
year = {2017},
url = {http://arxiv.org/abs/1711.09345},
eprinttype = {arXiv},
eprint = {1711.09345},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09573,
author = {Jian Li and
Yue Wang and
Irwin King and
Michael R. Lyu},
title = {Code Completion with Neural Attention and Pointer Networks},
journal = {CoRR},
volume = {abs/1711.09573},
year = {2017},
url = {http://arxiv.org/abs/1711.09573},
eprinttype = {arXiv},
eprint = {1711.09573},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/RahimiSK16,
author = {Razieh Rahimi and
Azadeh Shakery and
Irwin King},
title = {Extracting translations from comparable corpora for Cross-Language
Information Retrieval using the language modeling framework},
journal = {Inf. Process. Manag.},
volume = {52},
number = {2},
pages = {299--318},
year = {2016},
url = {https://doi.org/10.1016/j.ipm.2015.08.001},
doi = {10.1016/J.IPM.2015.08.001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/RahimiSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChenALK16,
author = {Kuan{-}Ta Chen and
Omar Alonso and
Martha A. Larson and
Irwin King},
title = {Introduction to the Special Issue on Crowd in Intelligent Systems},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {7},
number = {4},
pages = {44:1--44:2},
year = {2016},
url = {https://doi.org/10.1145/2920522},
doi = {10.1145/2920522},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ChenALK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChengYKL16,
author = {Chen Cheng and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {A Unified Point-of-Interest Recommendation Framework in Location-Based
Social Networks},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {1},
pages = {10:1--10:21},
year = {2016},
url = {https://doi.org/10.1145/2901299},
doi = {10.1145/2901299},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/ChengYKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoZYLK16,
author = {Shenglin Zhao and
Tong Zhao and
Haiqin Yang and
Michael R. Lyu and
Irwin King},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {{STELLAR:} Spatial-Temporal Latent Ranking for Successive Point-of-Interest
Recommendation},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {315--322},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9986},
doi = {10.1609/AAAI.V30I1.9986},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoZYLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoK16,
author = {Tong Zhao and
Irwin King},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Constructing Reliable Gradient Exploration for Online Learning to
Rank},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1643--1652},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983774},
doi = {10.1145/2983323.2983774},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhaoK16,
author = {Tong Zhao and
Irwin King},
editor = {Akira Hirose and
Seiichi Ozawa and
Kenji Doya and
Kazushi Ikeda and
Minho Lee and
Derong Liu},
title = {Locality-Sensitive Linear Bandit Model for Online Social Recommendation},
booktitle = {Neural Information Processing - 23rd International Conference, {ICONIP}
2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9947},
pages = {80--90},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46687-3\_9},
doi = {10.1007/978-3-319-46687-3\_9},
timestamp = {Fri, 06 Jun 2025 13:42:55 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhaoK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YuenKL16,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
editor = {Akira Hirose and
Seiichi Ozawa and
Kenji Doya and
Kazushi Ikeda and
Minho Lee and
Derong Liu},
title = {An Online-Updating Approach on Task Recommendation in Crowdsourcing
Systems},
booktitle = {Neural Information Processing - 23rd International Conference, {ICONIP}
2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9947},
pages = {91--101},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46687-3\_10},
doi = {10.1007/978-3-319-46687-3\_10},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/YuenKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangK16,
author = {Jiani Zhang and
Irwin King},
editor = {Akira Hirose and
Seiichi Ozawa and
Kenji Doya and
Kazushi Ikeda and
Minho Lee and
Derong Liu},
title = {Topological Order Discovery via Deep Knowledge Tracing},
booktitle = {Neural Information Processing - 23rd International Conference, {ICONIP}
2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {9950},
pages = {112--119},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46681-1\_14},
doi = {10.1007/978-3-319-46681-1\_14},
timestamp = {Fri, 06 Jun 2025 13:42:55 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhangK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhaoLK16,
author = {Shenglin Zhao and
Michael R. Lyu and
Irwin King},
editor = {Akira Hirose and
Seiichi Ozawa and
Kenji Doya and
Kazushi Ikeda and
Minho Lee and
Derong Liu},
title = {Aggregated Temporal Tensor Factorization Model for Point-of-interest
Recommendation},
booktitle = {Neural Information Processing - 23rd International Conference, {ICONIP}
2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9949},
pages = {450--458},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46675-0\_49},
doi = {10.1007/978-3-319-46675-0\_49},
timestamp = {Fri, 06 Jun 2025 13:42:55 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhaoLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangZKL16,
author = {Hongyi Zhang and
Tong Zhao and
Irwin King and
Michael R. Lyu},
editor = {Subbarao Kambhampati},
title = {Modeling the Homophily Effect between Links and Communities for Overlapping
Community Detection},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3938--3944},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/554},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangZKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SuYKL16,
author = {Yuxin Su and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Distributed Information-Theoretic Metric Learning in Apache Spark},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {3306--3313},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727622},
doi = {10.1109/IJCNN.2016.7727622},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SuYKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YuYKL16,
author = {Xiaotian Yu and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Online non-negative dictionary learning via moment information for
sparse Poisson coding},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {5094--5101},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727871},
doi = {10.1109/IJCNN.2016.7727871},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YuYKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChanZK16,
author = {Hou Pong Chan and
Tong Zhao and
Irwin King},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Trust-aware Peer Assessment using Multi-armed Bandit Algorithms},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {899--903},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2891080},
doi = {10.1145/2872518.2891080},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChanZK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoZKL16,
author = {Shenglin Zhao and
Tong Zhao and
Irwin King and
Michael R. Lyu},
title = {{GT-SEER:} Geo-Temporal SEquential Embedding Rank for Point-of-interest
Recommendation},
journal = {CoRR},
volume = {abs/1606.05859},
year = {2016},
url = {http://arxiv.org/abs/1606.05859},
eprinttype = {arXiv},
eprint = {1606.05859},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoZKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoKL16,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu},
title = {A Survey of Point-of-interest Recommendation in Location-based Social
Networks},
journal = {CoRR},
volume = {abs/1607.00647},
year = {2016},
url = {http://arxiv.org/abs/1607.00647},
eprinttype = {arXiv},
eprint = {1607.00647},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiXWYKL16,
author = {Guangxi Li and
Zenglin Xu and
Linnan Wang and
Jinmian Ye and
Irwin King and
Michael R. Lyu},
title = {Simple and Efficient Parallelization for Probabilistic Temporal Tensor
Factorization},
journal = {CoRR},
volume = {abs/1611.03578},
year = {2016},
url = {http://arxiv.org/abs/1611.03578},
eprinttype = {arXiv},
eprint = {1611.03578},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiXWYKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangSKY16,
author = {Jiani Zhang and
Xingjian Shi and
Irwin King and
Dit{-}Yan Yeung},
title = {Dynamic Key-Value Memory Network for Knowledge Tracing},
journal = {CoRR},
volume = {abs/1611.08108},
year = {2016},
url = {http://arxiv.org/abs/1611.08108},
eprinttype = {arXiv},
eprint = {1611.08108},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangSKY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/RahimiSK15,
author = {Razieh Rahimi and
Azadeh Shakery and
Irwin King},
title = {Multilingual information retrieval in the language modeling framework},
journal = {Inf. Retr. J.},
volume = {18},
number = {3},
pages = {246--281},
year = {2015},
url = {https://doi.org/10.1007/s10791-015-9255-1},
doi = {10.1007/S10791-015-9255-1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/RahimiSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhouLKL15,
author = {Tom Chao Zhou and
Michael Rung{-}Tsong Lyu and
Irwin King and
Jie Lou},
title = {Learning to suggest questions in social media},
journal = {Knowl. Inf. Syst.},
volume = {43},
number = {2},
pages = {389--416},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0737-z},
doi = {10.1007/S10115-014-0737-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhouLKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiLKLY15,
author = {Baichuan Li and
Rong{-}Hua Li and
Irwin King and
Michael R. Lyu and
Jeffrey Xu Yu},
title = {A topic-biased user reputation model in rating systems},
journal = {Knowl. Inf. Syst.},
volume = {44},
number = {3},
pages = {581--607},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0780-9},
doi = {10.1007/S10115-014-0780-9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiLKLY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YangHKL15,
author = {Haiqin Yang and
Kaizhu Huang and
Irwin King and
Michael R. Lyu},
title = {Maximum margin semi-supervised learning with irrelevant data},
journal = {Neural Networks},
volume = {70},
pages = {90--102},
year = {2015},
url = {https://doi.org/10.1016/j.neunet.2015.06.004},
doi = {10.1016/J.NEUNET.2015.06.004},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/YangHKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YangXLK15,
author = {Haiqin Yang and
Zenglin Xu and
Michael R. Lyu and
Irwin King},
title = {Budget constrained non-monotonic feature selection},
journal = {Neural Networks},
volume = {71},
pages = {214--224},
year = {2015},
url = {https://doi.org/10.1016/j.neunet.2015.08.004},
doi = {10.1016/J.NEUNET.2015.08.004},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/YangXLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/YuenKL15,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {TaskRec: {A} Task Recommendation Framework in Crowdsourcing Systems},
journal = {Neural Process. Lett.},
volume = {41},
number = {2},
pages = {223--238},
year = {2015},
url = {https://doi.org/10.1007/s11063-014-9343-z},
doi = {10.1007/S11063-014-9343-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/YuenKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangLSLK15,
author = {Haiqin Yang and
Guang Ling and
Yuxin Su and
Michael R. Lyu and
Irwin King},
title = {Boosting Response Aware Model-Based Collaborative Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {8},
pages = {2064--2077},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2405556},
doi = {10.1109/TKDE.2015.2405556},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YangLSLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangKL15,
author = {Hongyi Zhang and
Irwin King and
Michael R. Lyu},
editor = {Blai Bonet and
Sven Koenig},
title = {Incorporating Implicit Link Preference Into Overlapping Community
Detection},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {396--402},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9155},
doi = {10.1609/AAAI.V29I1.9155},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuYKLS15,
author = {Junjie Hu and
Haiqin Yang and
Irwin King and
Michael R. Lyu and
Anthony Man{-}Cho So},
editor = {Blai Bonet and
Sven Koenig},
title = {Kernelized Online Imbalanced Learning with Fixed Budgets},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2666--2672},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9587},
doi = {10.1609/AAAI.V29I1.9587},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuYKLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoMK15,
author = {Tong Zhao and
Julian J. McAuley and
Irwin King},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Improving Latent Factor Models via Personalized Feature Projection
for One Class Recommendation},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {821--830},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806511},
doi = {10.1145/2806416.2806511},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoMK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoZK15,
author = {Tong Zhao and
H. Vicky Zhao and
Irwin King},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Exploiting Game Theoretic Analysis for Link Recommendation in Social
Networks},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {851--860},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806510},
doi = {10.1145/2806416.2806510},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoZK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip11-9/AndriotisTOK15,
author = {Panagiotis Andriotis and
Theo Tryfonas and
George C. Oikonomou and
Irwin King},
editor = {Gilbert L. Peterson and
Sujeet Shenoi},
title = {A Framework for Describing Multimedia Circulation in a Smartphone
Ecosystem},
booktitle = {Advances in Digital Forensics {XI} - 11th {IFIP} {WG} 11.9 International
Conference, Orlando, FL, USA, January 26-28, 2015, Revised Selected
Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {462},
pages = {251--267},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24123-4\_15},
doi = {10.1007/978-3-319-24123-4\_15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip11-9/AndriotisTOK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangLK15,
author = {Hongyi Zhang and
Michael R. Lyu and
Irwin King},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Exploiting k-Degree Locality to Improve Overlapping Community Detection},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2394--2400},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/339},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenYKL15,
author = {Xixian Chen and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Training-Efficient Feature Map for Shift-Invariant Kernels},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3395--3401},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/478},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenYKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ManHK15,
author = {Yuanyuan Man and
Mantian Mandy Hu and
Irwin King},
title = {Group buying in social coupon: Myths or facts},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280851},
doi = {10.1109/IJCNN.2015.7280851},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ManHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenLLKZ15,
author = {Shouyuan Chen and
Yang Liu and
Michael R. Lyu and
Irwin King and
Shengyu Zhang},
editor = {Marina Meila and
Tom Heskes},
title = {Fast Relative-Error Approximation Algorithm for Ridge Regression},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {201--210},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/121.pdf},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenLLKZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuangYKL15,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {425--426},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2697030},
doi = {10.1145/2684822.2697030},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/HuangYKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/besc/2015,
editor = {Guandong Xu and
Yves Demazeau and
Shu{-}Heng Chen and
Junjie Wu and
Michael Gavin and
Irwin King and
Jie Cao and
Zhiang Wu and
Zhan Bu},
title = {2015 International Conference on Behavioral, Economic and Socio-cultural
Computing, {BESC} 2015, Nanjing, China, October 30 - December 1, 2015},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7360266/proceeding},
isbn = {978-1-4673-8783-5},
timestamp = {Mon, 25 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/besc/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/XuHKL0N14,
author = {Bo Xu and
Kaizhu Huang and
Irwin King and
Cheng{-}Lin Liu and
Jun Sun and
Satoshi Naoi},
title = {Graphical lasso quadratic discriminant function and its application
to character recognition},
journal = {Neurocomputing},
volume = {129},
pages = {33--40},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2012.08.073},
doi = {10.1016/J.NEUCOM.2012.08.073},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/XuHKL0N14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoMK14,
author = {Tong Zhao and
Julian J. McAuley and
Irwin King},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Leveraging Social Connections to Improve Personalized Ranking for
Collaborative Filtering},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {261--270},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661998},
doi = {10.1145/2661829.2661998},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RahimiSK14,
author = {Razieh Rahimi and
Azadeh Shakery and
Irwin King},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Axiomatic Analysis of Cross-Language Information Retrieval},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1875--1878},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661915},
doi = {10.1145/2661829.2661915},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RahimiSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuKMGGCKK014,
author = {Philip S. Yu and
Masaru Kitsuregawa and
Hiroshi Motoda and
Bart Goethals and
Minyi Guo and
Longbing Cao and
George Karypis and
Irwin King and
Wei Wang},
title = {Welcome from {DSAA} 2014 chairs},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {9--10},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058034},
doi = {10.1109/DSAA.2014.7058034},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YuKMGGCKK014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YangXKL14,
author = {Haiqin Yang and
Zenglin Xu and
Irwin King and
Michael R. Lyu},
editor = {Chu Kiong Loo and
Keem Siah Yap and
Kok Wai Wong and
Andrew Teoh Beng Jin and
Kaizhu Huang},
title = {Non-monotonic Feature Selection for Regression},
booktitle = {Neural Information Processing - 21st International Conference, {ICONIP}
2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8835},
pages = {44--51},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12640-1\_6},
doi = {10.1007/978-3-319-12640-1\_6},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/YangXKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ManWZWK14,
author = {Yuanyuan Man and
Shuai Wang and
Tian{-}Yu Zhang and
T. J. Wong and
Irwin King},
editor = {Chu Kiong Loo and
Keem Siah Yap and
Kok Wai Wong and
Andrew Teoh Beng Jin and
Kaizhu Huang},
title = {Corporate Leaders Analytics and Network System {(CLANS):} Constructing
and Mining Social Networks among Corporations and Business Elites
in China},
booktitle = {Neural Information Processing - 21st International Conference, {ICONIP}
2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8834},
pages = {610--618},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12637-1\_76},
doi = {10.1007/978-3-319-12637-1\_76},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ManWZWK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhaoHHFLK14,
author = {Tong Zhao and
Junjie Hu and
Pinjia He and
Hang Fan and
Michael R. Lyu and
Irwin King},
title = {Exploiting homophily-based implicit social network to improve recommendation
performance},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {2539--2547},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889743},
doi = {10.1109/IJCNN.2014.6889743},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhaoHHFLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLKLC14,
author = {Shouyuan Chen and
Tian Lin and
Irwin King and
Michael R. Lyu and
Wei Chen},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Combinatorial Pure Exploration of Multi-Armed Bandits},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {379--387},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/e56954b4f6347e897f954495eab16a88-Abstract.html},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenLKLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LingLK14,
author = {Guang Ling and
Michael R. Lyu and
Irwin King},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Ratings meet reviews, a combined approach to recommend},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {105--112},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645728},
doi = {10.1145/2645710.2645728},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LingLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChengXZKL14,
author = {Chen Cheng and
Fen Xia and
Tong Zhang and
Irwin King and
Michael R. Lyu},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Gradient boosting factorization machines},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {265--272},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645730},
doi = {10.1145/2645710.2645730},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/ChengXZKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LauWMYK14,
author = {Tak Pang Lau and
Shuai Wang and
Yuanyuan Man and
Chi Fai Yuen and
Irwin King},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Language technologies for enhancement of teaching and learning in
writing},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {1097--1102},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2580058},
doi = {10.1145/2567948.2580058},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LauWMYK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isnn/2014,
editor = {Zhigang Zeng and
Yangmin Li and
Irwin King},
title = {Advances in Neural Networks - {ISNN} 2014 - 11th International Symposium
on Neural Networks, {ISNN} 2014, Hong Kong and Macao, China, November
28- December 1, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8866},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12436-0},
doi = {10.1007/978-3-319-12436-0},
isbn = {978-3-319-12435-3},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/MaKL14,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
title = {Social Recommendation in Dynamic Networks},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {1923--1929},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_189},
doi = {10.1007/978-1-4614-6170-8\_189},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/MaKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/TangCKW13,
author = {Jie Tang and
Ling Chen and
Irwin King and
Jianyong Wang},
title = {Introduction to Special section on Large-scale Data Mining},
journal = {Data Knowl. Eng.},
volume = {87},
pages = {355--356},
year = {2013},
url = {https://doi.org/10.1016/j.datak.2013.05.001},
doi = {10.1016/J.DATAK.2013.05.001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/TangCKW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/KingN13,
author = {Irwin King and
Wolfgang Nejdl},
title = {Introduction to the special section on twitter and microblogging services},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {4},
number = {1},
pages = {1:1--1:2},
year = {2013},
url = {https://doi.org/10.1145/2414425.2414426},
doi = {10.1145/2414425.2414426},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/KingN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YangLK13,
author = {Haiqin Yang and
Michael R. Lyu and
Irwin King},
title = {Efficient online learning for multitask feature selection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {7},
number = {2},
pages = {6:1--6:27},
year = {2013},
url = {https://doi.org/10.1145/2499907.2499909},
doi = {10.1145/2499907.2499909},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/YangLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/ZhengMLK13,
author = {Zibin Zheng and
Hao Ma and
Michael R. Lyu and
Irwin King},
title = {Collaborative Web Service QoS Prediction via Neighborhood Integrated
Matrix Factorization},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {6},
number = {3},
pages = {289--299},
year = {2013},
url = {https://doi.org/10.1109/TSC.2011.59},
doi = {10.1109/TSC.2011.59},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/ZhengMLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WuYZZKL13,
author = {Chenxia Wu and
Haiqin Yang and
Jianke Zhu and
Jiemi Zhang and
Irwin King and
Michael R. Lyu},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Sparse Poisson coding for high dimensional document clustering},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {512--517},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691615},
doi = {10.1109/BIGDATA.2013.6691615},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WuYZZKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiLLKL13,
author = {Baichuan Li and
Jing Liu and
Chin{-}Yew Lin and
Irwin King and
Michael R. Lyu},
title = {A Hierarchical Entity-Based Approach to Structuralize User Generated
Content in Social Media: {A} Case of Yahoo! Answers},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {1521--1532},
publisher = {{ACL}},
year = {2013},
url = {https://doi.org/10.18653/v1/d13-1159},
doi = {10.18653/V1/D13-1159},
timestamp = {Fri, 13 Jun 2025 08:28:41 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiLLKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhaoKL13,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu},
editor = {Minho Lee and
Akira Hirose and
Zeng{-}Guang Hou and
Rhee Man Kil},
title = {Capturing Geographical Influence in {POI} Recommendations},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8227},
pages = {530--537},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42042-9\_66},
doi = {10.1007/978-3-642-42042-9\_66},
timestamp = {Fri, 06 Jun 2025 13:42:55 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhaoKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChengYLK13,
author = {Chen Cheng and
Haiqin Yang and
Michael R. Lyu and
Irwin King},
editor = {Francesca Rossi},
title = {Where You Like to Go Next: Successive Point-of-Interest Recommendation},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2605--2611},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6633},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ChengYLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LingKL13,
author = {Guang Ling and
Irwin King and
Michael R. Lyu},
editor = {Francesca Rossi},
title = {A Unified Framework for Reputation Estimation in Online Rating Systems},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2670--2676},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6634},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LingKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShiWXYKJ13,
author = {Jianping Shi and
Naiyan Wang and
Yang Xia and
Dit{-}Yan Yeung and
Irwin King and
Jiaya Jia},
editor = {Francesca Rossi},
title = {{SCMF:} Sparse Covariance Matrix Factorization for Collaborative Filtering},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2705--2711},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6747},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ShiWXYKJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLKX13,
author = {Shouyuan Chen and
Michael R. Lyu and
Irwin King and
Zenglin Xu},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Exact and Stable Recovery of Pairwise Interaction Tensors},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1691--1699},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/8c235f89a8143a28a1d6067e959dd858-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenLKX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2013bsi,
editor = {Longbing Cao and
Hiroshi Motoda and
Jaideep Srivastava and
Ee{-}Peng Lim and
Irwin King and
Philip S. Yu and
Wolfgang Nejdl and
Guandong Xu and
Gang Li and
Ya Zhang},
title = {Behavior and Social Computing, International Workshop on Behavior
and Social Informatics, {BSI} 2013, Gold Coast, QLD, Australia, April
14-17, 2013 and International Workshop on Behavior and Social Informatics
and Computing, {BSIC} 2013, Beijing, China, August 3-9, 2013, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8178},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-04048-6},
doi = {10.1007/978-3-319-04048-6},
isbn = {978-3-319-04047-9},
timestamp = {Mon, 25 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2013bsi.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2013,
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2507157},
isbn = {978-1-4503-2409-0},
timestamp = {Wed, 14 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2013c,
editor = {Leslie Carr and
Alberto H. F. Laender and
Bernadette Farias L{\'{o}}scio and
Irwin King and
Marcus Fontoura and
Denny Vrandecic and
Lora Aroyo and
Jos{\'{e}} Palazzo M. de Oliveira and
Fernanda Lima and
Erik Wilde},
title = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013, Companion Volume},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2487788},
isbn = {978-1-4503-2038-2},
timestamp = {Mon, 27 May 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/2013c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RugerRKH12,
author = {Stefan M. R{\"{u}}ger and
Vijay V. Raghavan and
Irwin King and
Jimmy Xiangji Huang},
title = {Special issue on advances in web intelligence},
journal = {Neurocomputing},
volume = {76},
number = {1},
pages = {48--49},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.07.006},
doi = {10.1016/J.NEUCOM.2011.07.006},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/RugerRKH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LinLK12,
author = {Zhenjiang Lin and
Michael R. Lyu and
Irwin King},
title = {MatchSim: a novel similarity measure based on maximum neighborhood
matching},
journal = {Knowl. Inf. Syst.},
volume = {32},
number = {1},
pages = {141--166},
year = {2012},
url = {https://doi.org/10.1007/s10115-011-0427-z},
doi = {10.1007/S10115-011-0427-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LinLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MaKL12,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
title = {Mining Web Graphs for Recommendations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {6},
pages = {1051--1064},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.18},
doi = {10.1109/TKDE.2011.18},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MaKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/ZhengZLK12,
author = {Zibin Zheng and
Tom Chao Zhou and
Michael R. Lyu and
Irwin King},
title = {Component Ranking for Fault-Tolerant Cloud Applications},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {5},
number = {4},
pages = {540--550},
year = {2012},
url = {https://doi.org/10.1109/TSC.2011.42},
doi = {10.1109/TSC.2011.42},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/ZhengZLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/DengKL12,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
title = {Enhanced Models for Expertise Retrieval Using Community-Aware Strategies},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {42},
number = {1},
pages = {93--106},
year = {2012},
url = {https://doi.org/10.1109/TSMCB.2011.2161980},
doi = {10.1109/TSMCB.2011.2161980},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/DengKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengYKL12,
author = {Chen Cheng and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Fused Matrix Factorization with Geographical and Social Influence
in Location-Based Social Networks},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {17--23},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8100},
doi = {10.1609/AAAI.V26I1.8100},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengYKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouSCKL12,
author = {Tom Chao Zhou and
Xiance Si and
Edward Y. Chang and
Irwin King and
Michael R. Lyu},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {A Data-Driven Approach to Question Subjectivity Identification in
Community Question Answering},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {164--170},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8111},
doi = {10.1609/AAAI.V26I1.8111},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouSCKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XinKALH12,
author = {Xin Xin and
Irwin King and
Ritesh Agrawal and
Michael R. Lyu and
Heyan Huang},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Do ads compete or collaborate?: designing click models with full relationship
incorporated},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {1839--1843},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398528},
doi = {10.1145/2396761.2398528},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XinKALH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GargKL12,
author = {Priyanka Garg and
Irwin King and
Michael R. Lyu},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Information propagation in social rating networks},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {2279--2282},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398620},
doi = {10.1145/2396761.2398620},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GargKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YuenKL12,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
editor = {Tingwen Huang and
Zhigang Zeng and
Chuandong Li and
Chi{-}Sing Leung},
title = {TaskRec: Probabilistic Matrix Factorization in Task Recommendation
in Crowdsourcing Systems},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7664},
pages = {516--525},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34481-7\_63},
doi = {10.1007/978-3-642-34481-7\_63},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/YuenKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GargKL12,
author = {Priyanka Garg and
Irwin King and
Michael R. Lyu},
editor = {Tingwen Huang and
Zhigang Zeng and
Chuandong Li and
Chi{-}Sing Leung},
title = {Are You a Social Conformer?},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7665},
pages = {694--701},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34487-9\_84},
doi = {10.1007/978-3-642-34487-9\_84},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/GargKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiLK12,
author = {Baichuan Li and
Michael R. Lyu and
Irwin King},
title = {Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing?},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252435},
doi = {10.1109/IJCNN.2012.6252435},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LingYKL12,
author = {Guang Ling and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Online learning for collaborative filtering},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252670},
doi = {10.1109/IJCNN.2012.6252670},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LingYKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/DengHLK12,
author = {Hongbo Deng and
Jiawei Han and
Michael R. Lyu and
Irwin King},
editor = {Karim B. Boughida and
Barrie Howard and
Michael L. Nelson and
Herbert Van de Sompel and
Ingeborg S{\o}lvberg},
title = {Modeling and exploiting heterogeneous bibliographic networks for expertise
ranking},
booktitle = {Proceedings of the 12th {ACM/IEEE-CS} Joint Conference on Digital
Libraries, {JCDL} '12, Washington, DC, USA, June 10-14, 2012},
pages = {71--80},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2232817.2232833},
doi = {10.1145/2232817.2232833},
timestamp = {Sun, 13 Jul 2025 13:32:52 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/DengHLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LingYLK12,
author = {Guang Ling and
Haiqin Yang and
Michael R. Lyu and
Irwin King},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Response Aware Model-Based Collaborative Filtering},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {501--510},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2310\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/LingYLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiJLKM12,
author = {Baichuan Li and
Tan Jin and
Michael R. Lyu and
Irwin King and
Barley Mak},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Analyzing and predicting question quality in community question answering
services},
booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
pages = {775--782},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187980.2188200},
doi = {10.1145/2187980.2188200},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiJLKM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouLK12,
author = {Tom Chao Zhou and
Michael R. Lyu and
Irwin King},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {A classification-based approach to question routing in community question
answering},
booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
pages = {783--790},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187980.2188201},
doi = {10.1145/2187980.2188201},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhouLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4869,
author = {Guang Ling and
Haiqin Yang and
Michael R. Lyu and
Irwin King},
title = {Response Aware Model-Based Collaborative Filtering},
journal = {CoRR},
volume = {abs/1210.4869},
year = {2012},
url = {http://arxiv.org/abs/1210.4869},
eprinttype = {arXiv},
eprint = {1210.4869},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cib/RugerRKH11,
author = {Stefan M. R{\"{u}}ger and
Vijay V. Raghavan and
Irwin King and
Jimmy Xiangji Huang},
title = {Special Issue Review: Neurocomputing - Special Issue on Advances in
Web Intelligence},
journal = {{IEEE} Intell. Informatics Bull.},
volume = {12},
number = {1},
pages = {35--36},
year = {2011},
url = {http://www.comp.hkbu.edu.hk/\%7Eiib/2011/Dec/review/iib\_vol12no1\_review2.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cib/RugerRKH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/KingL11,
author = {Irwin King and
Hang Li},
title = {The fourth {ACM} international conference on web search and data mining
{(WSDM} 2011)},
journal = {{SIGIR} Forum},
volume = {45},
number = {2},
pages = {38--40},
year = {2011},
url = {https://doi.org/10.1145/2093346.2093350},
doi = {10.1145/2093346.2093350},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/KingL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/KingL11,
author = {Irwin King and
Hang Li},
title = {A report on the fourth {ACM} international conference on web search
and data mining {(WSDM} 2011)},
journal = {{SIGKDD} Explor.},
volume = {13},
number = {1},
pages = {52--53},
year = {2011},
url = {https://doi.org/10.1145/2031331.2031339},
doi = {10.1145/2031331.2031339},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/KingL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigweb/KingL11,
author = {Irwin King and
Hang Li},
title = {The Fourth {ACM} International Conference on Web Search and Data Mining
{(WSDM} 2011)},
journal = {{SIGWEB} Newsl.},
volume = {2011},
number = {Summer},
pages = {1:1--1:4},
year = {2011},
url = {https://doi.org/10.1145/1980002.1980003},
doi = {10.1145/1980002.1980003},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigweb/KingL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/MaKL11,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
title = {Learning to recommend with explicit and implicit social relations},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {3},
pages = {29:1--29:19},
year = {2011},
url = {https://doi.org/10.1145/1961189.1961201},
doi = {10.1145/1961189.1961201},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/MaKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangXYKL11,
author = {Haiqin Yang and
Zenglin Xu and
Jieping Ye and
Irwin King and
Michael R. Lyu},
title = {Efficient Sparse Generalized Multiple Kernel Learning},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {3},
pages = {433--446},
year = {2011},
url = {https://doi.org/10.1109/TNN.2010.2103571},
doi = {10.1109/TNN.2010.2103571},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/YangXYKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/MaZLK11,
author = {Hao Ma and
Tom Chao Zhou and
Michael R. Lyu and
Irwin King},
title = {Improving Recommender Systems by Incorporating Social Contextual Information},
journal = {{ACM} Trans. Inf. Syst.},
volume = {29},
number = {2},
pages = {9:1--9:23},
year = {2011},
url = {https://doi.org/10.1145/1961209.1961212},
doi = {10.1145/1961209.1961212},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/MaZLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/ZhengMLK11,
author = {Zibin Zheng and
Hao Ma and
Michael R. Lyu and
Irwin King},
title = {QoS-Aware Web Service Recommendation by Collaborative Filtering},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {4},
number = {2},
pages = {140--152},
year = {2011},
url = {https://doi.org/10.1109/TSC.2010.52},
doi = {10.1109/TSC.2010.52},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/ZhengMLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouLKLSC11,
author = {Tom Chao Zhou and
Chin{-}Yew Lin and
Irwin King and
Michael R. Lyu and
Young{-}In Song and
Yunbo Cao},
editor = {Wolfram Burgard and
Dan Roth},
title = {Learning to Suggest Questions in Online Forums},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {1298--1303},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.8091},
doi = {10.1609/AAAI.V25I1.8091},
timestamp = {Tue, 09 Sep 2025 12:23:38 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouLKLSC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YuKL11,
author = {Xiaofeng Yu and
Irwin King and
Michael R. Lyu},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Towards a top-down and bottom-up bidirectional approach to joint information
extraction},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {847--856},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063699},
doi = {10.1145/2063576.2063699},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YuKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangZKL11,
author = {Haiqin Yang and
Shenghuo Zhu and
Irwin King and
Michael R. Lyu},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Can irrelevant data help semi-supervised learning, why and how?},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {937--946},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063711},
doi = {10.1145/2063576.2063711},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YangZKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiKL11,
author = {Baichuan Li and
Irwin King and
Michael R. Lyu},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Question routing in community question answering: putting category
in its place},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2041--2044},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063885},
doi = {10.1145/2063576.2063885},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiSLKC11,
author = {Baichuan Li and
Xiance Si and
Michael R. Lyu and
Irwin King and
Edward Y. Chang},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Question identification on twitter},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2477--2480},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063996},
doi = {10.1145/2063576.2063996},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiSLKC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/AgrawalYKZ11,
author = {Ritesh Agrawal and
Xiaofeng Yu and
Irwin King and
R{\'{e}}mi Zajac},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {Enrichment and Reductionism: Two Approaches for Web Query Classification},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7064},
pages = {148--157},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24965-5\_17},
doi = {10.1007/978-3-642-24965-5\_17},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/AgrawalYKZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/XuHKLSN11,
author = {Bo Xu and
Kaizhu Huang and
Irwin King and
Cheng{-}Lin Liu and
Jun Sun and
Satoshi Naoi},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {Graphical Lasso Quadratic Discriminant Function for Character Recognition},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7064},
pages = {747--755},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24965-5\_84},
doi = {10.1007/978-3-642-24965-5\_84},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/XuHKLSN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangLK11,
author = {Wei Wang and
Baichuan Li and
Irwin King},
title = {Improving question retrieval in community question answering with
label ranking},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {349--356},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033242},
doi = {10.1109/IJCNN.2011.6033242},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ithings/YuenKL11,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {Task Matching in Crowdsourcing},
booktitle = {2011 {IEEE} International Conference on Internet of Things (iThings)
{\&} 4th {IEEE} International Conference on Cyber, Physical and
Social Computing (CPSCom), Dalian, China, October 19-22, 2011},
pages = {409--412},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/iThings/CPSCom.2011.128},
doi = {10.1109/ITHINGS/CPSCOM.2011.128},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ithings/YuenKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/ZhengMLXK11,
author = {Wujie Zheng and
Hao Ma and
Michael R. Lyu and
Tao Xie and
Irwin King},
editor = {Perry Alexander and
Corina S. Pasareanu and
John G. Hosking},
title = {Mining test oracles of web search engines},
booktitle = {26th {IEEE/ACM} International Conference on Automated Software Engineering
{(ASE} 2011), Lawrence, KS, USA, November 6-10, 2011},
pages = {408--411},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASE.2011.6100085},
doi = {10.1109/ASE.2011.6100085},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kbse/ZhengMLXK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MaLKL11,
author = {Hao Ma and
Chao Liu and
Irwin King and
Michael R. Lyu},
editor = {Wei{-}Ying Ma and
Jian{-}Yun Nie and
Ricardo Baeza{-}Yates and
Tat{-}Seng Chua and
W. Bruce Croft},
title = {Probabilistic factor models for web site recommendation},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {265--274},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2009916.2009955},
doi = {10.1145/2009916.2009955},
timestamp = {Sun, 19 Jan 2025 13:11:15 +0100},
biburl = {https://dblp.org/rec/conf/sigir/MaLKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/YuenKL11,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {A Survey of Crowdsourcing Systems},
booktitle = {PASSAT/SocialCom 2011, Privacy, Security, Risk and Trust (PASSAT),
2011 {IEEE} Third International Conference on and 2011 {IEEE} Third
International Conference on Social Computing (SocialCom), Boston,
MA, USA, 9-11 Oct., 2011},
pages = {766--773},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/PASSAT/SocialCom.2011.203},
doi = {10.1109/PASSAT/SOCIALCOM.2011.203},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socialcom/YuenKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/MaZLLK11,
author = {Hao Ma and
Dengyong Zhou and
Chao Liu and
Michael R. Lyu and
Irwin King},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Recommender systems with social regularization},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {287--296},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935877},
doi = {10.1145/1935826.1935877},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/MaZLLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/XinLK11,
author = {Xin Xin and
Michael R. Lyu and
Irwin King},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {{CMAP:} effective fusion of quality and relevance for multi-criteria
recommendation},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {455--464},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935895},
doi = {10.1145/1935826.1935895},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/XinLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/MoKL11,
author = {Mingzhen Mo and
Irwin King and
Kwong{-}Sak Leung},
editor = {Elhadi M. Shakshuki and
Muhammad Younas},
title = {Empirical Comparisons of Attack and Protection Algorithms for Online
Social Networks},
booktitle = {Proceedings of the 2nd International Conference on Ambient Systems,
Networks and Technologies {(ANT} 2011), the 8th International Conference
on Mobile Web Information Systems (MobiWIS-2011), Niagara Falls, Ontario,
Canada, September 19-21, 2011},
series = {Procedia Computer Science},
volume = {5},
pages = {705--712},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.07.092},
doi = {10.1016/J.PROCS.2011.07.092},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/procedia/MoKL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0027901,
editor = {Bebo White and
Irwin King and
Philip Tsang},
title = {Social Media Tools and Platforms in Learning Environments},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20392-3},
doi = {10.1007/978-3-642-20392-3},
isbn = {978-3-642-20391-6},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0027901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2011-1,
editor = {Jie Tang and
Irwin King and
Ling Chen and
Jianyong Wang},
title = {Advanced Data Mining and Applications - 7th International Conference,
{ADMA} 2011, Beijing, China, December 17-19, 2011, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7120},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25853-4},
doi = {10.1007/978-3-642-25853-4},
isbn = {978-3-642-25852-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2011-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2011-2,
editor = {Jie Tang and
Irwin King and
Ling Chen and
Jianyong Wang},
title = {Advanced Data Mining and Applications - 7th International Conference,
{ADMA} 2011, Beijing, China, December 17-19, 2011, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7121},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25856-5},
doi = {10.1007/978-3-642-25856-5},
isbn = {978-3-642-25855-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2011-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsdm/2011,
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826},
doi = {10.1145/1935826},
isbn = {978-1-4503-0493-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ajiips/WangK10,
author = {Wei Wang and
Irwin King},
title = {Label Ranking with Semi-Supervised Learning},
journal = {Aust. J. Intell. Inf. Process. Syst.},
volume = {12},
number = {1},
year = {2010},
url = {http://cs.anu.edu.au/ojs/index.php/ajiips/article/view/1130},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ajiips/WangK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/MaZLK10,
author = {Hao Ma and
Jianke Zhu and
Michael R. Lyu and
Irwin King},
title = {Bridging the Semantic Gap Between Image Contents and Tags},
journal = {{IEEE} Trans. Multim.},
volume = {12},
number = {5},
pages = {462--473},
year = {2010},
url = {https://doi.org/10.1109/TMM.2010.2051360},
doi = {10.1109/TMM.2010.2051360},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/MaZLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XuKLJ10,
author = {Zenglin Xu and
Irwin King and
Michael R. Lyu and
Rong Jin},
title = {Discriminative semi-supervised feature selection via manifold regularization},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {7},
pages = {1033--1047},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2047114},
doi = {10.1109/TNN.2010.2047114},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/XuKLJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuJZLK10,
author = {Zenglin Xu and
Rong Jin and
Shenghuo Zhu and
Michael R. Lyu and
Irwin King},
editor = {Maria Fox and
David Poole},
title = {Smooth Optimization for Effective Multiple Kernel Learning},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {637--642},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7675},
doi = {10.1609/AAAI.V24I1.7675},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuJZLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaLK10,
author = {Hao Ma and
Michael R. Lyu and
Irwin King},
editor = {Maria Fox and
David Poole},
title = {Diversifying Query Suggestion Results},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1399--1404},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7514},
doi = {10.1609/AAAI.V24I1.7514},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouMLK10,
author = {Tom Chao Zhou and
Hao Ma and
Michael R. Lyu and
Irwin King},
editor = {Maria Fox and
David Poole},
title = {UserRec: {A} User Recommendation Framework in Social Tagging Systems},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1486--1491},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7524},
doi = {10.1609/AAAI.V24I1.7524},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouMLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiK10,
author = {Baichuan Li and
Irwin King},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Routing questions to appropriate answerers in community question answering
services},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1585--1588},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871678},
doi = {10.1145/1871437.1871678},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangKL10,
author = {Haiqin Yang and
Irwin King and
Michael R. Lyu},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Online learning for multi-task feature selection},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1693--1696},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871706},
doi = {10.1145/1871437.1871706},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YangKL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/King10,
author = {Irwin King},
editor = {Hiroyuki Kitagawa and
Yoshiharu Ishikawa and
Qing Li and
Chiemi Watanabe},
title = {Introduction to Social Computing},
booktitle = {Database Systems for Advanced Applications, 15th International Conference,
{DASFAA} 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {5982},
pages = {482--484},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12098-5\_55},
doi = {10.1007/978-3-642-12098-5\_55},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/King10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuJYKL10,
author = {Zenglin Xu and
Rong Jin and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Simple and Efficient Multiple Kernel Learning by Group Lasso},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1175--1182},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/540.pdf},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuJYKL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangXKL10,
author = {Haiqin Yang and
Zenglin Xu and
Irwin King and
Michael R. Lyu},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Online Learning for Group Lasso},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1191--1198},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/473.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangXKL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/WangK10,
author = {Dingyan Wang and
Irwin King},
editor = {Kok Wai Wong and
B. Sumudu U. Mendis and
Abdesselam Bouzerdoum},
title = {An Enhanced Semi-supervised Recommendation Model Based on Green's
Function},
booktitle = {Neural Information Processing. Theory and Algorithms - 17th International
Conference, {ICONIP} 2010, Sydney, Australia, November 22-25, 2010,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6443},
pages = {397--404},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17537-4\_49},
doi = {10.1007/978-3-642-17537-4\_49},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/WangK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/MoK10,
author = {Mingzhen Mo and
Irwin King},
editor = {Kok Wai Wong and
B. Sumudu U. Mendis and
Abdesselam Bouzerdoum},
title = {Exploit of Online Social Networks with Community-Based Graph Semi-Supervised
Learning},
booktitle = {Neural Information Processing. Theory and Algorithms - 17th International
Conference, {ICONIP} 2010, Sydney, Australia, November 22-25, 2010,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6443},
pages = {669--678},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17537-4\_81},
doi = {10.1007/978-3-642-17537-4\_81},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/MoK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MoWLHK10,
author = {Mingzhen Mo and
Dingyan Wang and
Baichuan Li and
Dan Hong and
Irwin King},
title = {Exploit of online social networks with Semi-Supervised Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596580},
doi = {10.1109/IJCNN.2010.5596580},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MoWLHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangKL10,
author = {Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Multi-task Learning for one-class classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596881},
doi = {10.1109/IJCNN.2010.5596881},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YangKL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issre/ZhengZLK10,
author = {Zibin Zheng and
Tom Chao Zhou and
Michael R. Lyu and
Irwin King},
title = {FTCloud: {A} Component Ranking Framework for Fault-Tolerant Cloud
Applications},
booktitle = {{IEEE} 21st International Symposium on Software Reliability Engineering,
{ISSRE} 2010, San Jose, CA, USA, 1-4 November 2010},
pages = {398--407},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ISSRE.2010.28},
doi = {10.1109/ISSRE.2010.28},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/issre/ZhengZLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/YangLZKLM10,
author = {Zhaojun Yang and
Baichuan Li and
Yi Zhu and
Irwin King and
Gina{-}Anne Levow and
Helen M. Meng},
editor = {Dilek Hakkani{-}T{\"{u}}r and
Mari Ostendorf},
title = {Collection of user judgments on spoken dialog system with crowdsourcing},
booktitle = {2010 {IEEE} Spoken Language Technology Workshop, {SLT} 2010, Berkeley,
California, USA, December 12-15, 2010},
pages = {277--282},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/SLT.2010.5700864},
doi = {10.1109/SLT.2010.5700864},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slt/YangLZKLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/LiYZMLK10,
author = {Baichuan Li and
Zhaojun Yang and
Yi Zhu and
Helen M. Meng and
Gina{-}Anne Levow and
Irwin King},
editor = {Dilek Hakkani{-}T{\"{u}}r and
Mari Ostendorf},
title = {Predicting user evaluations of spoken dialog systems using semi-supervised
learning},
booktitle = {2010 {IEEE} Spoken Language Technology Workshop, {SLT} 2010, Berkeley,
California, USA, December 12-15, 2010},
pages = {283--288},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/SLT.2010.5700865},
doi = {10.1109/SLT.2010.5700865},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slt/LiYZMLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/YangLZKLM10a,
author = {Zhaojun Yang and
Baichuan Li and
Yi Zhu and
Irwin King and
Gina{-}Anne Levow and
Helen M. Meng},
editor = {Dilek Hakkani{-}T{\"{u}}r and
Mari Ostendorf},
title = {Collaborative filtering model for user satisfaction prediction in
Spoken Dialog System evaluation},
booktitle = {2010 {IEEE} Spoken Language Technology Workshop, {SLT} 2010, Berkeley,
California, USA, December 12-15, 2010},
pages = {472--477},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/SLT.2010.5700898},
doi = {10.1109/SLT.2010.5700898},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slt/YangLZKLM10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/ZhuYMLLK10,
author = {Yi Zhu and
Zhaojun Yang and
Helen M. Meng and
Baichuan Li and
Gina{-}Anne Levow and
Irwin King},
editor = {Dilek Hakkani{-}T{\"{u}}r and
Mari Ostendorf},
title = {Using finite state machines for evaluating spoken dialog systems},
booktitle = {2010 {IEEE} Spoken Language Technology Workshop, {SLT} 2010, Berkeley,
California, USA, December 12-15, 2010},
pages = {478--483},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/SLT.2010.5700899},
doi = {10.1109/SLT.2010.5700899},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slt/ZhuYMLLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KingLM10,
author = {Irwin King and
Michael R. Lyu and
Hao Ma},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {Introduction to social recommendation},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {1355--1356},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772927},
doi = {10.1145/1772690.1772927},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/KingLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/greencom/2010,
editor = {Peidong Zhu and
Lizhe Wang and
Feng Xia and
Huajun Chen and
Ian McLoughlin and
Shiao{-}Li Tsao and
Mitsuhisa Sato and
Sun{-}Ki Chai and
Irwin King},
title = {2010 {IEEE/ACM} Int'l Conference on Green Computing and Communications,
GreenCom 2010, {\&} Int'l Conference on Cyber, Physical and Social
Computing, CPSCom 2010, Hangzhou, China, December 18-20, 2010},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/5724111/proceeding},
isbn = {978-1-4244-9779-9},
timestamp = {Mon, 24 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/greencom/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mm/2010wsm,
editor = {Susanne Boll and
Steven C. H. Hoi and
Jiebo Luo and
Roelof van Zwol and
Rong Jin and
Irwin King and
Yiannis Kompatsiaris and
Dong Xu},
title = {Proceedings of second {ACM} {SIGMM} workshop on Social media, WSM@MM
2010, Firenze, Italy, October 25, 2010},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1878151},
doi = {10.1145/1878151},
isbn = {978-1-4503-0173-2},
timestamp = {Tue, 03 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/2010wsm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/webi/2010,
editor = {Jimmy Xiangji Huang and
Irwin King and
Vijay V. Raghavan and
Stefan M. R{\"{u}}ger},
title = {2010 {IEEE/WIC/ACM} International Conference on Web Intelligence,
{WI} 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference
Proceedings},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=5614551},
isbn = {978-0-7695-4191-4},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webi/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/DuLK09,
author = {Timon C. Du and
Feng Li and
Irwin King},
title = {Managing knowledge on the Web - Extracting ontology from {HTML} Web},
journal = {Decis. Support Syst.},
volume = {47},
number = {4},
pages = {319--331},
year = {2009},
url = {https://doi.org/10.1016/j.dss.2009.02.011},
doi = {10.1016/J.DSS.2009.02.011},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/DuLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PengK09,
author = {Xiang Peng and
Irwin King},
title = {A biased minimax probability machine-based scheme for relevance feedback
in image retrieval},
journal = {Neurocomputing},
volume = {72},
number = {7-9},
pages = {2046--2051},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.11.020},
doi = {10.1016/J.NEUCOM.2008.11.020},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PengK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangHKL09,
author = {Haiqin Yang and
Kaizhu Huang and
Irwin King and
Michael R. Lyu},
title = {Localized support vector regression for time series prediction},
journal = {Neurocomputing},
volume = {72},
number = {10-12},
pages = {2659--2669},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.09.014},
doi = {10.1016/J.NEUCOM.2008.09.014},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/YangHKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/KingY09,
author = {Irwin King and
Christopher C. Yang},
title = {Introduction},
journal = {J. Intell. Inf. Syst.},
volume = {33},
number = {1},
pages = {1},
year = {2009},
url = {https://doi.org/10.1007/s10844-008-0057-4},
doi = {10.1007/S10844-008-0057-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/KingY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HuangZKL09,
author = {Kaizhu Huang and
Danian Zheng and
Irwin King and
Michael R. Lyu},
title = {Arbitrary Norm Support Vector Machines},
journal = {Neural Comput.},
volume = {21},
number = {2},
pages = {560--582},
year = {2009},
url = {https://doi.org/10.1162/neco.2008.12-07-667},
doi = {10.1162/NECO.2008.12-07-667},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HuangZKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/XuHZKL09,
author = {Zenglin Xu and
Kaizhu Huang and
Jianke Zhu and
Irwin King and
Michael R. Lyu},
title = {A novel kernel-based maximum a posteriori classification method},
journal = {Neural Networks},
volume = {22},
number = {7},
pages = {977--987},
year = {2009},
url = {https://doi.org/10.1016/j.neunet.2008.11.005},
doi = {10.1016/J.NEUNET.2008.11.005},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/XuHZKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/YangLK09,
author = {Haixuan Yang and
Michael R. Lyu and
Irwin King},
title = {A Volume-Based Heat-Diffusion Classifier},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {39},
number = {2},
pages = {417--430},
year = {2009},
url = {https://doi.org/10.1109/TSMCB.2008.2006279},
doi = {10.1109/TSMCB.2008.2006279},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/YangLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouK09,
author = {Tom Chao Zhou and
Irwin King},
editor = {Irwin King and
Juan{-}Zi Li and
Gui{-}Rong Xue and
Jie Tang},
title = {Automobile, car and {BMW:} horizontal and hierarchical approach in
social tagging systems},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Social Web Search and Mining,
{CIKM-SWSM} 2009, Hong Kong, China, November 2, 2009},
pages = {25--32},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1651437.1651442},
doi = {10.1145/1651437.1651442},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhouK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaYKL09,
author = {Hao Ma and
Haixuan Yang and
Irwin King and
Michael R. Lyu},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Semi-nonnegative matrix factorization with global statistical consistency
for collaborative filtering},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {767--776},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646051},
doi = {10.1145/1645953.1646051},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/MaYKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XinKDL09,
author = {Xin Xin and
Irwin King and
Hongbo Deng and
Michael R. Lyu},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {A social recommendation framework based on multi-scale continuous
conditional random fields},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1247--1256},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646111},
doi = {10.1145/1645953.1646111},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XinKDL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LinLK09,
author = {Zhenjiang Lin and
Michael R. Lyu and
Irwin King},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {MatchSim: a novel neighbor-based similarity measure with maximum neighborhood
matching},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1613--1616},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646185},
doi = {10.1145/1645953.1646185},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LinLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DengKL09,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Enhancing expertise retrieval using community-aware strategies},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1733--1736},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646217},
doi = {10.1145/1645953.1646217},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DengKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/ZhouMKL09,
author = {Tom Chao Zhou and
Hao Ma and
Irwin King and
Michael R. Lyu},
title = {TagRec: Leveraging Tagging Wisdom for Recommendation},
booktitle = {Proceedings of the 12th {IEEE} International Conference on Computational
Science and Engineering, {CSE} 2009, Vancouver, BC, Canada, August
29-31, 2009},
pages = {194--199},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSE.2009.75},
doi = {10.1109/CSE.2009.75},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cse/ZhouMKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/YuenCK09,
author = {Man{-}Ching Yuen and
Ling{-}Jyh Chen and
Irwin King},
title = {A Survey of Human Computation Systems},
booktitle = {Proceedings of the 12th {IEEE} International Conference on Computational
Science and Engineering, {CSE} 2009, Vancouver, BC, Canada, August
29-31, 2009},
pages = {723--728},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSE.2009.395},
doi = {10.1109/CSE.2009.395},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cse/YuenCK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/ChanKY09,
author = {Kam Tong Chan and
Irwin King and
Man{-}Ching Yuen},
title = {Mathematical Modeling of Social Games},
booktitle = {Proceedings of the 12th {IEEE} International Conference on Computational
Science and Engineering, {CSE} 2009, Vancouver, BC, Canada, August
29-31, 2009},
pages = {1205--1210},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSE.2009.166},
doi = {10.1109/CSE.2009.166},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cse/ChanKY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuJYLK09,
author = {Zenglin Xu and
Rong Jin and
Jieping Ye and
Michael R. Lyu and
Irwin King},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Non-monotonic feature selection},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1145--1152},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553520},
doi = {10.1145/1553374.1553520},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuJYLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YangK09a,
author = {Haiqin Yang and
Irwin King},
editor = {Chi{-}Sing Leung and
Minho Lee and
Jonathan Hoyin Chan},
title = {Ensemble Learning for Imbalanced E-commerce Transaction Anomaly Classification},
booktitle = {Neural Information Processing, 16th International Conference, {ICONIP}
2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5863},
pages = {866--874},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10677-4\_98},
doi = {10.1007/978-3-642-10677-4\_98},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/YangK09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/ZhengMLK09,
author = {Zibin Zheng and
Hao Ma and
Michael R. Lyu and
Irwin King},
title = {WSRec: {A} Collaborative Filtering Based Web Service Recommender System},
booktitle = {{IEEE} International Conference on Web Services, {ICWS} 2009, Los
Angeles, CA, USA, 6-10 July 2009},
pages = {437--444},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICWS.2009.30},
doi = {10.1109/ICWS.2009.30},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icws/ZhengMLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuJLK09,
author = {Zenglin Xu and
Rong Jin and
Michael R. Lyu and
Irwin King},
editor = {Craig Boutilier},
title = {Discriminative Semi-Supervised Feature Selection via Manifold Regularization},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1303--1308},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/219.pdf},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XuJLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuangXKLC09,
author = {Kaizhu Huang and
Zenglin Xu and
Irwin King and
Michael R. Lyu and
Colin Campbell},
title = {Supervised Self-taught Learning: Actively transferring knowledge from
unlabeled data},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {1272--1277},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178647},
doi = {10.1109/IJCNN.2009.5178647},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuangXKLC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KingLC09,
author = {Irwin King and
Jiexing Li and
Kam Tong Chan},
title = {A brief survey of computational approaches in Social Computing},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {1625--1632},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178967},
doi = {10.1109/IJCNN.2009.5178967},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KingLC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DengLK09,
author = {Hongbo Deng and
Michael R. Lyu and
Irwin King},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {A generalized Co-HITS algorithm and its application to bipartite graphs},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {239--248},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557051},
doi = {10.1145/1557019.1557051},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DengLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/BollHLJKX09,
author = {Susanne Boll and
Steven C. H. Hoi and
Jiebo Luo and
Rong Jin and
Irwin King and
Dong Xu},
editor = {Wen Gao and
Yong Rui and
Alan Hanjalic and
Changsheng Xu and
Eckehard G. Steinbach and
Abdulmotaleb El{-}Saddik and
Michelle X. Zhou},
title = {First {ACM} {SIGMM} international workshop onsocial media (WSM'09)},
booktitle = {Proceedings of the 17th International Conference on Multimedia 2009,
Vancouver, British Columbia, Canada, October 19-24, 2009},
pages = {1161--1162},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1631272.1631550},
doi = {10.1145/1631272.1631550},
timestamp = {Tue, 03 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/BollHLJKX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuJZKLY09,
author = {Zenglin Xu and
Rong Jin and
Jianke Zhu and
Irwin King and
Michael R. Lyu and
Zhirong Yang},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Adaptive Regularization for Transductive Support Vector Machine},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2125--2133},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/8a0e1141fd37fa5b98d5bb769ba1a7cc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuJZKLY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangKXO09,
author = {Zhirong Yang and
Irwin King and
Zenglin Xu and
Erkki Oja},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Heavy-Tailed Symmetric Stochastic Neighbor Embedding},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2169--2177},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/2291d2ec3b3048d1a6f86c2c4591b7e0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangKXO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChanK09,
author = {Kam Tong Chan and
Irwin King},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Let's Tango - Finding the Right Couple for Feature-Opinion Association
in Sentiment Analysis},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {741--748},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_75},
doi = {10.1007/978-3-642-01307-2\_75},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChanK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MaLK09,
author = {Hao Ma and
Michael R. Lyu and
Irwin King},
editor = {Lawrence D. Bergman and
Alexander Tuzhilin and
Robin D. Burke and
Alexander Felfernig and
Lars Schmidt{-}Thieme},
title = {Learning to recommend with trust and distrust relationships},
booktitle = {Proceedings of the 2009 {ACM} Conference on Recommender Systems, RecSys
2009, New York, NY, USA, October 23-25, 2009},
pages = {189--196},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1639714.1639746},
doi = {10.1145/1639714.1639746},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MaLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MaKL09,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
editor = {James Allan and
Javed A. Aslam and
Mark Sanderson and
ChengXiang Zhai and
Justin Zobel},
title = {Learning to recommend with social trust ensemble},
booktitle = {Proceedings of the 32nd Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2009,
Boston, MA, USA, July 19-23, 2009},
pages = {203--210},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1571941.1571978},
doi = {10.1145/1571941.1571978},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/MaKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DengKL09,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
editor = {James Allan and
Javed A. Aslam and
Mark Sanderson and
ChengXiang Zhai and
Justin Zobel},
title = {Entropy-biased models for query representation on the click graph},
booktitle = {Proceedings of the 32nd Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2009,
Boston, MA, USA, July 19-23, 2009},
pages = {339--346},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1571941.1572001},
doi = {10.1145/1571941.1572001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DengKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DengLK09,
author = {Hongbo Deng and
Michael R. Lyu and
Irwin King},
editor = {Ricardo Baeza{-}Yates and
Paolo Boldi and
Berthier A. Ribeiro{-}Neto and
Berkant Barla Cambazoglu},
title = {Effective latent space graph-based re-ranking model with global consistency},
booktitle = {Proceedings of the Second International Conference on Web Search and
Web Data Mining, {WSDM} 2009, Barcelona, Spain, February 9-11, 2009},
pages = {212--221},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1498759.1498829},
doi = {10.1145/1498759.1498829},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/DengLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2009swsm,
editor = {Irwin King and
Juan{-}Zi Li and
Gui{-}Rong Xue and
Jie Tang},
title = {Proceedings of the 2nd {ACM} Workshop on Social Web Search and Mining,
{CIKM-SWSM} 2009, Hong Kong, China, November 2, 2009},
publisher = {{ACM}},
year = {2009},
isbn = {978-1-60558-806-3},
timestamp = {Sun, 25 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2009swsm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mm/2009wsm,
editor = {Susanne Boll and
Steven C. H. Hoi and
Jiebo Luo and
Rong Jin and
Irwin King and
Dong Xu},
title = {Proceedings of the first {SIGMM} workshop on Social media, WSM@MM
2009, Beijing, China, October 23, 2009},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1631144},
doi = {10.1145/1631144},
isbn = {978-1-60558-759-2},
timestamp = {Tue, 03 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/2009wsm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2008w,
editor = {Irwin King and
Ricardo Baeza{-}Yates},
title = {Weaving Services and People on the World Wide Web, [features some
of the cutting-edge research work that were presented at the Workshop
Track of the 17th International World Wide Web Conference {(WWW} 2008)
held at Beijing, China, from April 21-25, 2008]},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00570-1},
doi = {10.1007/978-3-642-00570-1},
isbn = {978-3-642-00569-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/2008w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijicc/KingL08,
author = {Irwin King and
Yangmin Li},
title = {Editorial},
journal = {Int. J. Intell. Comput. Cybern.},
volume = {1},
number = {4},
year = {2008},
url = {https://doi.org/10.1108/ijicc.2008.39801daa.001},
doi = {10.1108/IJICC.2008.39801DAA.001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijicc/KingL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KingW08,
author = {Irwin King and
Jun Wang},
title = {International Conference on Neural Information Processing {(ICONIP}
2006)},
journal = {Neurocomputing},
volume = {71},
number = {16-18},
pages = {3051},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.02.020},
doi = {10.1016/J.NEUCOM.2008.02.020},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/KingW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PengK08,
author = {Xiang Peng and
Irwin King},
title = {Robust {BMPM} training based on second-order cone programming and
its application in medical diagnosis},
journal = {Neural Networks},
volume = {21},
number = {2-3},
pages = {450--457},
year = {2008},
url = {https://doi.org/10.1016/j.neunet.2007.12.051},
doi = {10.1016/J.NEUNET.2007.12.051},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/PengK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuangYKL08,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally
and Globally},
journal = {{IEEE} Trans. Neural Networks},
volume = {19},
number = {2},
pages = {260--272},
year = {2008},
url = {https://doi.org/10.1109/TNN.2007.905855},
doi = {10.1109/TNN.2007.905855},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HuangYKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaYLK08,
author = {Hao Ma and
Haixuan Yang and
Michael R. Lyu and
Irwin King},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Mining social networks using heat diffusion processes for marketing
candidates selection},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {233--242},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458115},
doi = {10.1145/1458082.1458115},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/MaYLK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaYKL08,
author = {Hao Ma and
Haixuan Yang and
Irwin King and
Michael R. Lyu},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Learning latent semantic relations from clickthrough data for query
suggestion},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {709--718},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458177},
doi = {10.1145/1458082.1458177},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/MaYKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaYLK08a,
author = {Hao Ma and
Haixuan Yang and
Michael R. Lyu and
Irwin King},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {SoRec: social recommendation using probabilistic matrix factorization},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {931--940},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458205},
doi = {10.1145/1458082.1458205},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/MaYLK08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XuJHLK08,
author = {Zenglin Xu and
Rong Jin and
Kaizhu Huang and
Michael R. Lyu and
Irwin King},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Semi-supervised text categorization by active search},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {1517--1518},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458364},
doi = {10.1145/1458082.1458364},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XuJHLK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DengKL08,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
title = {Formal Models for Expert Finding on {DBLP} Bibliography Data},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {163--172},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.29},
doi = {10.1109/ICDM.2008.29},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DengKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangXKL08,
author = {Kaizhu Huang and
Zenglin Xu and
Irwin King and
Michael R. Lyu},
title = {Semi-supervised Learning from General Unlabeled Data},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {273--282},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.61},
doi = {10.1109/ICDM.2008.61},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HuangXKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangKL08,
author = {Kaizhu Huang and
Irwin King and
Michael R. Lyu},
title = {Direct Zero-Norm Optimization for Feature Selection},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {845--850},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.60},
doi = {10.1109/ICDM.2008.60},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HuangKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YangK09,
author = {Haiqin Yang and
Irwin King},
editor = {Mario K{\"{o}}ppen and
Nikola K. Kasabov and
George G. Coghill},
title = {Sprinkled Latent Semantic Indexing for Text Classification with Background
Knowledge},
booktitle = {Advances in Neuro-Information Processing, 15th International Conference,
{ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5507},
pages = {53--60},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-03040-6\_7},
doi = {10.1007/978-3-642-03040-6\_7},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/YangK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangHKL08,
author = {Haiqin Yang and
Kaizhu Huang and
Irwin King and
Michael R. Lyu},
title = {Efficient Minimax Clustering Probability Machine by Generalized Probability
Product Kernel},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {4014--4019},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634375},
doi = {10.1109/IJCNN.2008.4634375},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YangHKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuJKL08,
author = {Zenglin Xu and
Rong Jin and
Irwin King and
Michael R. Lyu},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {An Extended Level Method for Efficient Multiple Kernel Learning},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1825--1832},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/903ce9225fca3e988c2af215d4e544d3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuJKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangKL08,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Learning with Consistency between Inductive Functions and Kernels},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1849--1856},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/8c7bbbba95c1025975e548cee86dfadc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/ChenWCKL08,
author = {Ling{-}Jyh Chen and
Bo{-}Chun Wang and
Kuan{-}Ta Chen and
Irwin King and
Jimmy Ho{-}Man Lee},
title = {An Analytical Study of Puzzle Selection Strategies for the {ESP} Game},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {180--183},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.31},
doi = {10.1109/WIIAT.2008.31},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webi/ChenWCKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LinCCKL08,
author = {Chien{-}Wei Lin and
Kuan{-}Ta Chen and
Ling{-}Jyh Chen and
Irwin King and
Jimmy Ho{-}Man Lee},
title = {An Analytical Approach to Optimizing the Utility of {ESP} Games},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {184--187},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.220},
doi = {10.1109/WIIAT.2008.220},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webi/LinCCKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/WeiCKL08,
author = {Wei Wei and
Kam Tong Chan and
Irwin King and
Jimmy Ho{-}Man Lee},
title = {{RATE:} {A} Review of Reviewers in a Manuscript Review Process},
booktitle = {2008 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference
Proceedings},
pages = {204--207},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WIIAT.2008.42},
doi = {10.1109/WIIAT.2008.42},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webi/WeiCKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/XuKL07,
author = {Zenglin Xu and
Irwin King and
Michael R. Lyu},
title = {Feature Selection Based on Minimum Error minimax Probability Machine},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {21},
number = {8},
pages = {1279--1292},
year = {2007},
url = {https://doi.org/10.1142/S0218001407005958},
doi = {10.1142/S0218001407005958},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/XuKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/YangKL07,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {The generalized dependency degree between attributes},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {58},
number = {14},
pages = {2280--2294},
year = {2007},
url = {https://doi.org/10.1002/asi.20697},
doi = {10.1002/ASI.20697},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/YangKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMace/LeungAKY07,
author = {Daniel Chun{-}Ming Leung and
Pak{-}Shing Au and
Irwin King and
Edward Hon{-}Hei Yau},
editor = {Masa Inakage and
Newton Lee and
Manfred Tscheligi and
Regina Bernhaupt and
St{\'{e}}phane Natkin},
title = {Remote augmented reality for multiple players over network},
booktitle = {Proceedings of the International Conference on Advances in Computer
Entertainment Technology, {ACE} 2007, Salzburg, Austria, June 13-15,
2007},
series = {{ACM} International Conference Proceeding Series},
volume = {203},
pages = {220--223},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1255047.1255094},
doi = {10.1145/1255047.1255094},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ACMace/LeungAKY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/WeiKL07,
author = {Wei Wei and
Irwin King and
J. H. M. Lee},
title = {Bibliographic Attributes Extraction with Layer-upon-Layer Tagging},
booktitle = {9th International Conference on Document Analysis and Recognition
{(ICDAR} 2007), 23-26 September, Curitiba, Paran{\'{a}}, Brazil},
pages = {804--808},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDAR.2007.4377026},
doi = {10.1109/ICDAR.2007.4377026},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdar/WeiKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/XuHZKL07,
author = {Zenglin Xu and
Kaizhu Huang and
Jianke Zhu and
Irwin King and
Michael R. Lyu},
editor = {Masumi Ishikawa and
Kenji Doya and
Hiroyuki Miyamoto and
Takeshi Yamakawa},
title = {Kernel Maximum a Posteriori Classification with Error Bound Analysis},
booktitle = {Neural Information Processing, 14th International Conference, {ICONIP}
2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4984},
pages = {841--850},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69158-7\_87},
doi = {10.1007/978-3-540-69158-7\_87},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/XuHZKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/XuZLK07,
author = {Zenglin Xu and
Jianke Zhu and
Michael R. Lyu and
Irwin King},
title = {Maximum Margin based Semi-supervised Spectral Kernel Learning},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {418--423},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4370993},
doi = {10.1109/IJCNN.2007.4370993},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/XuZLK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PengK07,
author = {Xiang Peng and
Irwin King},
title = {Large Scale Imbalanced Classification with Biased Minimax Probability
Machine},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {1685--1690},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371211},
doi = {10.1109/IJCNN.2007.4371211},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PengK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DengZLK07,
author = {Hongbo Deng and
Jianke Zhu and
Michael R. Lyu and
Irwin King},
title = {Two-stage Multi-class AdaBoost for Facial Expression Recognition},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {3005--3010},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371439},
doi = {10.1109/IJCNN.2007.4371439},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DengZLK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuJZKL07,
author = {Zenglin Xu and
Rong Jin and
Jianke Zhu and
Irwin King and
Michael R. Lyu},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Efficient Convex Relaxation for Transductive Support Vector Machine},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1641--1648},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuJZKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MaKL07,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
editor = {Wessel Kraaij and
Arjen P. de Vries and
Charles L. A. Clarke and
Norbert Fuhr and
Noriko Kando},
title = {Effective missing data prediction for collaborative filtering},
booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Amsterdam,
The Netherlands, July 23-27, 2007},
pages = {39--46},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1277741.1277751},
doi = {10.1145/1277741.1277751},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/MaKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangKL07,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
editor = {Wessel Kraaij and
Arjen P. de Vries and
Charles L. A. Clarke and
Norbert Fuhr and
Noriko Kando},
title = {DiffusionRank: a possible penicillin for web spamming},
booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Amsterdam,
The Netherlands, July 23-27, 2007},
pages = {431--438},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1277741.1277815},
doi = {10.1145/1277741.1277815},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/YangKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LinLK07,
author = {Zhenjiang Lin and
Michael R. Lyu and
Irwin King},
title = {Extending Link-based Algorithms for Similar Web Pages with Neighborhood
Structure},
booktitle = {2007 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
{WI} 2007, 2-5 November 2007, Silicon Valley, CA, USA, Main Conference
Proceedings},
pages = {263--266},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/WI.2007.125},
doi = {10.1109/WI.2007.125},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/LinLK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PengK07,
author = {Xiang Peng and
Irwin King},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Efficient training on biased minimax probability machine for imbalanced
text classification},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {1153--1154},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242741},
doi = {10.1145/1242572.1242741},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PengK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XuKL07,
author = {Zenglin Xu and
Irwin King and
Michael R. Lyu},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Web page classification with heterogeneous data fusion},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {1171--1172},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242750},
doi = {10.1145/1242572.1242750},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/XuKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WeiLK07,
author = {Wei Wei and
Jimmy Ho{-}Man Lee and
Irwin King},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Measuring credibility of users in an e-learning environment},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {1279--1280},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242807},
doi = {10.1145/1242572.1242807},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WeiLK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/LeungKW06,
author = {Kwong{-}Sak Leung and
Irwin King and
Y. B. Wong},
title = {A probabilistic cooperative-competitive hierarchical model for global
optimization},
journal = {Appl. Math. Comput.},
volume = {175},
number = {2},
pages = {1092--1124},
year = {2006},
url = {https://doi.org/10.1016/j.amc.2005.08.045},
doi = {10.1016/J.AMC.2005.08.045},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amc/LeungKW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/HuangYKL06,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Maximizing sensitivity in medical diagnosis using biased minimax probability
Machine},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {53},
number = {5},
pages = {821--831},
year = {2006},
url = {https://doi.org/10.1109/TBME.2006.872819},
doi = {10.1109/TBME.2006.872819},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/HuangYKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/HuangYKL06,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Imbalanced learning with a biased minimax probability machine},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {36},
number = {4},
pages = {913--923},
year = {2006},
url = {https://doi.org/10.1109/TSMCB.2006.870610},
doi = {10.1109/TSMCB.2006.870610},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/HuangYKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/PengK06,
author = {Xiang Peng and
Irwin King},
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Imbalanced Learning in Relevance Feedback with Biased Minimax Probability
Machine for Image Retrieval Tasks},
booktitle = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4232},
pages = {342--351},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893028\_39},
doi = {10.1007/11893028\_39},
timestamp = {Fri, 16 Aug 2024 07:48:32 +0200},
biburl = {https://dblp.org/rec/conf/iconip/PengK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/PengK06,
author = {Xiang Peng and
Irwin King},
editor = {Emilio Corchado and
Hujun Yin and
Vicente J. Botti and
Colin Fyfe},
title = {Biased Minimax Probability Machine Active Learning for Relevance Feedback
in Content-Based Image Retrieval},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4224},
pages = {953--960},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875581\_114},
doi = {10.1007/11875581\_114},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/PengK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuangYKL06,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Local Support Vector Regression for Financial Time Series Prediction},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1622--1627},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246628},
doi = {10.1109/IJCNN.2006.246628},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuangYKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangKL06,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {Predictive Random Graph Ranking on the Web},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1825--1832},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246901},
doi = {10.1109/IJCNN.2006.246901},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YangKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LinKL06,
author = {Zhenjiang Lin and
Irwin King and
Michael R. Lyu},
title = {PageSim: {A} Novel Link-Based Similarity Measure for the World Wide
Web},
booktitle = {2006 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence
{(WI} 2006), 18-22 December 2006, Hong Kong, China},
pages = {687--693},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/WI.2006.127},
doi = {10.1109/WI.2006.127},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webi/LinKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KanPK06,
author = {Lo Ka Kan and
Xiang Peng and
Irwin King},
editor = {Les Carr and
David De Roure and
Arun Iyengar and
Carole A. Goble and
Michael Dahlin},
title = {A user profile-based approach for personal information access: shaping
your information portfolio},
booktitle = {Proceedings of the 15th international conference on World Wide Web,
{WWW} 2006, Edinburgh, Scotland, UK, May 23-26, 2006},
pages = {921--922},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1135777.1135945},
doi = {10.1145/1135777.1135945},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/KanPK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LauK06,
author = {Tak Pang Lau and
Irwin King},
editor = {Les Carr and
David De Roure and
Arun Iyengar and
Carole A. Goble and
Michael Dahlin},
title = {Bilingual web page and site readability assessment},
booktitle = {Proceedings of the 15th international conference on World Wide Web,
{WWW} 2006, Edinburgh, Scotland, UK, May 23-26, 2006},
pages = {993--994},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1135777.1135981},
doi = {10.1145/1135777.1135981},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LauK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LinLK06,
author = {Zhenjiang Lin and
Michael R. Lyu and
Irwin King},
editor = {Les Carr and
David De Roure and
Arun Iyengar and
Carole A. Goble and
Michael Dahlin},
title = {PageSim: a novel link-based measure of web page aimilarity},
booktitle = {Proceedings of the 15th international conference on World Wide Web,
{WWW} 2006, Edinburgh, Scotland, UK, May 23-26, 2006},
pages = {1019--1020},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1135777.1135994},
doi = {10.1145/1135777.1135994},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LinLK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2006-1,
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4232},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893028},
doi = {10.1007/11893028},
isbn = {3-540-46479-4},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/2006-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2006-2,
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4233},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893257},
doi = {10.1007/11893257},
isbn = {3-540-46481-6},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/2006-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iconip/2006-3,
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {4234},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893295},
doi = {10.1007/11893295},
isbn = {3-540-46484-0},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/2006-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-sighan/LauK05,
author = {Tak Pang Lau and
Irwin King},
title = {Two-Phase {LMR-RC} Tagging for Chinese Word Segmentation},
booktitle = {Proceedings of the Fourth {SIGHAN} Workshop on Chinese Language Processing,
SIGHAN@IJCNLP 2005, Jeju Island, Korea, 14-15 October, 2005},
publisher = {{ACL}},
year = {2005},
url = {https://aclanthology.org/I05-3031/},
timestamp = {Tue, 30 Jul 2024 10:41:16 +0200},
biburl = {https://dblp.org/rec/conf/acl-sighan/LauK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/LuLK05,
author = {Shi Lu and
Michael R. Lyu and
Irwin King},
editor = {Yi{-}Ping Phoebe Chen},
title = {Semantic Video Summarization Using Mutual Reinforcement Principle
and Shot Arrangement Patterns},
booktitle = {11th International Conference on Multi Media Modeling {(MMM} 2005),
12-14 January 2005, Melbourne, Australia},
pages = {60--67},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/MMMC.2005.64},
doi = {10.1109/MMMC.2005.64},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mmm/LuLK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WongLK05,
author = {Wan Yeung Wong and
Tak Pang Lau and
Irwin King},
editor = {Allan Ellis and
Tatsuya Hagino},
title = {Information retrieval in {P2P} networks using genetic algorithm},
booktitle = {Proceedings of the 14th international conference on World Wide Web,
{WWW} 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks
and posters},
pages = {922--923},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1062745.1062799},
doi = {10.1145/1062745.1062799},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WongLK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangKL05,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
editor = {Allan Ellis and
Tatsuya Hagino},
title = {Predictive ranking: a novel page ranking approach by estimating the
web structure},
booktitle = {Proceedings of the 14th international conference on World Wide Web,
{WWW} 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks
and posters},
pages = {944--945},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1062745.1062810},
doi = {10.1145/1062745.1062810},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/YangKL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangYKLC04,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu and
Laiwan Chan},
title = {The Minimum Error Minimax Probability Machine},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1253--1286},
year = {2004},
url = {https://jmlr.org/papers/volume5/huang04a/huang04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangYKLC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiongSAK04,
author = {Huilin Xiong and
M. N. S. Swamy and
M. Omair Ahmad and
Irwin King},
title = {Branching competitive learning Network: {A} novel self-creating model},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {2},
pages = {417--429},
year = {2004},
url = {https://doi.org/10.1109/TNN.2004.824248},
doi = {10.1109/TNN.2004.824248},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/XiongSAK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/KingNS04,
author = {Irwin King and
Cheuk Hang Ng and
Ka Cheung Sia},
title = {Distributed content-based visual information retrieval system on peer-to-peer
networks},
journal = {{ACM} Trans. Inf. Syst.},
volume = {22},
number = {3},
pages = {477--501},
year = {2004},
url = {https://doi.org/10.1145/1010614.1010619},
doi = {10.1145/1010614.1010619},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/KingNS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuangYKL04,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Learning Classifiers from Imbalanced Data Based on Biased Minimax
Probability Machine},
booktitle = {2004 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2004), with CD-ROM, 27 June - 2 July 2004, Washington,
DC, {USA}},
pages = {558--563},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.142},
doi = {10.1109/CVPR.2004.142},
timestamp = {Fri, 28 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HuangYKL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LuKL04,
author = {Shi Lu and
Irwin King and
Michael R. Lyu},
title = {Video summarization by video structure analysis and graph optimization},
booktitle = {Proceedings of the 2004 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2004, 27-30 June 2004, Taipei, Taiwan},
pages = {1959--1962},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICME.2004.1394645},
doi = {10.1109/ICME.2004.1394645},
timestamp = {Tue, 30 Jul 2024 10:01:11 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/LuKL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangYKL04,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
editor = {Carla E. Brodley},
title = {Learning large margin classifiers locally and globally},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015365},
doi = {10.1145/1015330.1015365},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangYKL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ChanK04,
author = {Chi{-}Hang Chan and
Irwin King},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Using Biased Support Vector Machine to Improve Retrieval Result in
Image Retrieval with Self-organizing Map},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {714--719},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_109},
doi = {10.1007/978-3-540-30499-9\_109},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ChanK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YangHCKL04,
author = {Haiqin Yang and
Kaizhu Huang and
Laiwan Chan and
Irwin King and
Michael R. Lyu},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Outliers Treatment in Support Vector Regression for Financial Time
Series Prediction},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {1260--1265},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_196},
doi = {10.1007/978-3-540-30499-9\_196},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/YangHCKL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HoiCHLK04,
author = {Steven Chu{-}Hong Hoi and
Chi{-}Hang Chan and
Kaizhu Huang and
Michael R. Lyu and
Irwin King},
title = {Biased support vector machine for relevance feedback in image retrieval},
booktitle = {{IEEE} International Joint Conference on Neural Networks, {IJCNN}
2004, Budapest, Hungary, 22-29 July, 2004},
pages = {3189--3194},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/IJCNN.2004.1381186},
doi = {10.1109/IJCNN.2004.1381186},
timestamp = {Mon, 27 Jan 2025 21:09:55 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HoiCHLK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/HuangYKLC04,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu and
Laiwan Chan},
title = {Biased Minimax Probability Machine for Medical Diagnosis},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
AI{\&}M 2004, Fort Lauderdale, Florida, USA, January 4-6, 2004},
year = {2004},
url = {http://rutcor.rutgers.edu/\%7Eamai/aimath04/AcceptedPapers/HuangK-aimath04.pdf},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/HuangYKLC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/LuLK04,
author = {Shi Lu and
Michael R. Lyu and
Irwin King},
title = {Video summarization by spatial-temporal graph optimization},
booktitle = {Proceedings of the 2004 International Symposium on Circuits and Systems,
{ISCAS} 2004, Vancouver, BC, Canada, May 23-26, 2004},
pages = {197--200},
publisher = {{IEEE}},
year = {2004},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/LuLK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KingJ03,
author = {Irwin King and
Zhong Jin},
title = {Integrated probability function and its application to content-based
image retrieval by relevance feedback},
journal = {Pattern Recognit.},
volume = {36},
number = {9},
pages = {2177--2186},
year = {2003},
url = {https://doi.org/10.1016/S0031-3203(03)00043-8},
doi = {10.1016/S0031-3203(03)00043-8},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/KingJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KingRD03,
author = {Irwin King and
Ra{\'{u}}l Rojas and
Werner Dubitzky},
title = {Book Reviews},
journal = {{IEEE} Trans. Neural Networks},
volume = {14},
number = {4},
pages = {968--970},
year = {2003},
url = {https://doi.org/10.1109/TNN.2003.814962},
doi = {10.1109/TNN.2003.814962},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KingRD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/JangTLK03,
author = {Kim{-}Fung Jang and
Ho{-}Man Tang and
Michael R. Lyu and
Irwin King},
editor = {Nicolai Petkov and
Michel A. Westenberg},
title = {A Face Processing System Based on Committee Machine: The Approach
and Experimental Results},
booktitle = {Computer Analysis of Images and Patterns, 10th International Conference,
{CAIP} 2003, Groningen, The Netherlands, August 25-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2756},
pages = {614--622},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45179-2\_75},
doi = {10.1007/978-3-540-45179-2\_75},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caip/JangTLK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HuangKL03,
author = {Kaizhu Huang and
Irwin King and
Michael R. Lyu},
editor = {Okyay Kaynak and
Ethem Alpaydin and
Erkki Oja and
Lei Xu},
title = {Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier},
booktitle = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP}
2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul,
Turkey, June 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2714},
pages = {115--122},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44989-2\_15},
doi = {10.1007/3-540-44989-2\_15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HuangKL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TangLK03,
author = {Ho{-}Man Tang and
Michael R. Lyu and
Irwin King},
title = {Face recognition committee machine},
booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
pages = {837--840},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICASSP.2003.1202497},
doi = {10.1109/ICASSP.2003.1202497},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TangLK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/TangLK03,
author = {Ho{-}Man Tang and
Michael R. Lyu and
Irwin King},
title = {Face recognition committee machines: dynamic vs. static structures},
booktitle = {12th International Conference on Image Analysis and Processing {(ICIAP}
2003), 17-19 September 2003, Mantova, Italy},
pages = {121--126},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICIAP.2003.1234037},
doi = {10.1109/ICIAP.2003.1234037},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/TangLK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/TangLK03,
author = {Ho{-}Man Tang and
Michael R. Lyu and
Irwin King},
title = {Face recognition committee machine},
booktitle = {Proceedings of the 2003 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2003, 6-9 July 2003, Baltimore, MD, {USA}},
pages = {425--428},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICME.2003.1221339},
doi = {10.1109/ICME.2003.1221339},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/TangLK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2003p,
editor = {Irwin King and
Tam{\'{a}}s M{\'{a}}ray},
title = {Proceedings of the Twelfth International World Wide Web Conference
- Posters, {WWW} 2003, Budapest, Hungary, May 20-24, 2003},
year = {2003},
timestamp = {Wed, 17 Jul 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/2003p.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/ChowdhuryKK02,
author = {Rezaul Alam Chowdhury and
M. Kaykobad and
Irwin King},
title = {An efficient decoding technique for Huffman codes},
journal = {Inf. Process. Lett.},
volume = {81},
number = {6},
pages = {305--308},
year = {2002},
url = {https://doi.org/10.1016/S0020-0190(01)00243-5},
doi = {10.1016/S0020-0190(01)00243-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/ChowdhuryKK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/YangCK02,
author = {Haiqin Yang and
Laiwan Chan and
Irwin King},
editor = {Hujun Yin and
Nigel M. Allinson and
Richard T. Freeman and
John A. Keane and
Simon J. Hubbard},
title = {Support Vector Machine Regression for Volatile Stock Market Prediction},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2002,
Third International Conference, Manchester, UK, August 12-14, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2412},
pages = {391--396},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45675-9\_58},
doi = {10.1007/3-540-45675-9\_58},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/YangCK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/XuK01,
author = {Lei Xu and
Irwin King},
title = {A {PCA} approach for fast retrieval of structural patterns in attributed
graphs},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {31},
number = {5},
pages = {812--817},
year = {2001},
url = {https://doi.org/10.1109/3477.956043},
doi = {10.1109/3477.956043},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/XuK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChengTFK01,
author = {Chun Hung Cheng and
Jian Tang and
Ada Wai{-}Chee Fu and
Irwin King},
editor = {David Wai{-}Lok Cheung and
Graham J. Williams and
Qing Li},
title = {Hierarchical Classification of Documents with Error Control},
booktitle = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2035},
pages = {433--443},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45357-1\_46},
doi = {10.1007/3-540-45357-1\_46},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChengTFK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/TungK00,
author = {Lun Hsing Tung and
Irwin King},
title = {A Two-Stage Framework for Polygon Retrieval},
journal = {Multim. Tools Appl.},
volume = {11},
number = {2},
pages = {235--255},
year = {2000},
url = {https://doi.org/10.1023/A:1009603906515},
doi = {10.1023/A:1009603906515},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/TungK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiK00,
author = {Xuequn Li and
Irwin King},
title = {Regression Analysis for Rival Penalized Competitive Learning Binary
Tree},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 6},
pages = {290--295},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.859411},
doi = {10.1109/IJCNN.2000.859411},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LiK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visual/JinKL00,
author = {Zhong Jin and
Irwin King and
Xuequn Li},
editor = {Robert Laurini},
title = {Content-Based Image Retrieval by Relevance Feedback},
booktitle = {Advances in Visual Information Systems, 4th International Conference,
{VISUAL} 2000, Lyon, France, November 2-4, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1929},
pages = {521--529},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-40053-2\_46},
doi = {10.1007/3-540-40053-2\_46},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visual/JinKL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visual/KingJC00,
author = {Irwin King and
Zhong Jin and
David Yuk{-}Ming Chan},
editor = {Robert Laurini},
title = {Chinese Cursive Script Character Image Retrieval Based on an Integrated
Probability Function},
booktitle = {Advances in Visual Information Systems, 4th International Conference,
{VISUAL} 2000, Lyon, France, November 2-4, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1929},
pages = {530--539},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-40053-2\_47},
doi = {10.1007/3-540-40053-2\_47},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visual/KingJC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/AdjerohLK99,
author = {Donald A. Adjeroh and
Moon{-}Chuen Lee and
Irwin King},
title = {A Distance Measure for Video Sequences},
journal = {Comput. Vis. Image Underst.},
volume = {75},
number = {1-2},
pages = {25--45},
year = {1999},
url = {https://doi.org/10.1006/cviu.1999.0764},
doi = {10.1006/CVIU.1999.0764},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/AdjerohLK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiK99,
author = {Xiaoqi Li and
Irwin King},
title = {Gaussian mixture distance for information retrieval},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2544--2549},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833474},
doi = {10.1109/IJCNN.1999.833474},
timestamp = {Mon, 27 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LiK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KingL99,
author = {Irwin King and
Tak{-}Kan Lau},
editor = {Petra Perner and
Maria Petrou},
title = {Non-hierarchical Clustering with Rival Penalized Competitive Learning
for Information Retrieval},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, First International
Workshop, MLDM'99, Leipzig, Germany, September 16-18, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1715},
pages = {116--130},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48097-8\_10},
doi = {10.1007/3-540-48097-8\_10},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/KingL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visual/ChanK99,
author = {David Yuk{-}Ming Chan and
Irwin King},
editor = {Dionysius P. Huijsmans and
Arnold W. M. Smeulders},
title = {Genetic Algorithm for Weights Assignment in Dissimilarity Function
for Trademark Retrieval},
booktitle = {Visual Information and Information Systems, Third International Conference,
{VISUAL} '99, Amsterdam, The Netherlands, June 2-4, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1614},
pages = {557--565},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48762-X\_69},
doi = {10.1007/3-540-48762-X\_69},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visual/ChanK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/OrLWK98,
author = {Siu{-}Hang Or and
W. S. Luk and
Kin{-}hong Wong and
Irwin King},
title = {An efficient iterative pose estimation algorithm},
journal = {Image Vis. Comput.},
volume = {16},
number = {5},
pages = {353--362},
year = {1998},
url = {https://doi.org/10.1016/S0262-8856(97)00073-5},
doi = {10.1016/S0262-8856(97)00073-5},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/OrLWK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LauK98,
author = {Tak{-}Kan Lau and
Irwin King},
editor = {Roland T. Chin and
Ting{-}Chuen Pong},
title = {Montage: An Image Database for the Fashion, Textile, and Clothing
Industry in Hong Kong},
booktitle = {Computer Vision - ACCV'98, Third Asian Conference on Computer Vision,
Hong Kong, China, January 8-10, 1998, Proceedings, Volume {I}},
series = {Lecture Notes in Computer Science},
volume = {1351},
pages = {410--417},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-63930-6\_148},
doi = {10.1007/3-540-63930-6\_148},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/LauK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/OrLWK98,
author = {Siu{-}Hang Or and
W. S. Luk and
Kin{-}hong Wong and
Irwin King},
editor = {Roland T. Chin and
Ting{-}Chuen Pong},
title = {An Efficient Iterative Pose Estimation Algorithm},
booktitle = {Computer Vision - ACCV'98, Third Asian Conference on Computer Vision,
Hong Kong, China, January 8-10, 1998, Proceedings, Volume {II}},
series = {Lecture Notes in Computer Science},
volume = {1352},
pages = {559--566},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-63931-4\_262},
doi = {10.1007/3-540-63931-4\_262},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/OrLWK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LiK98,
author = {Xuequn Li and
Irwin King},
editor = {Shiro Usui and
Takashi Omori},
title = {Noise Removal Based on Classification of Wavelet Coefficients Using
Counterpropagation Neural Networks},
booktitle = {The Fifth International Conference on Neural Information Processing,
ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings},
pages = {343--346},
publisher = {{IOA} Press},
year = {1998},
timestamp = {Tue, 10 May 2005 13:22:06 +0200},
biburl = {https://dblp.org/rec/conf/iconip/LiK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DuanKC098,
author = {F. Y. Duan and
Irwin King and
Lai{-}Wan Chan and
Lei Xu},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {Intra-block algorithm for digital watermarking},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1589--1591},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.712016},
doi = {10.1109/ICPR.1998.712016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DuanKC098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwmmdbms/AdjerohLK98,
author = {Donald A. Adjeroh and
Moon{-}Chuen Lee and
Irwin King},
title = {A Distance Measure for Video Sequence Similarity Matching},
booktitle = {Proceedings of the International Workshop on Multi-Media Database
Management Systems, {IW-MMDBMS} 1998, August 5-7, 1998, Dayton, OH,
{USA}},
pages = {72--79},
publisher = {{IEEE} Computer Society},
year = {1998},
timestamp = {Wed, 07 Aug 2019 09:11:57 +0200},
biburl = {https://dblp.org/rec/conf/iwmmdbms/AdjerohLK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/minar/AdjerohKL98,
author = {Donald A. Adjeroh and
Irwin King and
Moon{-}Chuen Lee},
editor = {Horace Ho{-}Shing Ip and
Arnold W. M. Smeulders},
title = {Video Sequence Similarity Matching},
booktitle = {Multimedia Information Analysis and Retrieval, {IAPR} International
Workshop, MINAR'98, Hong Kong, China, August 13-14, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1464},
pages = {80--95},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0016490},
doi = {10.1007/BFB0016490},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/minar/AdjerohKL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/minar/DuanKCX98,
author = {F. Y. Duan and
Irwin King and
Lai{-}Wan Chan and
Lei Xu},
editor = {Horace Ho{-}Shing Ip and
Arnold W. M. Smeulders},
title = {Intra-Block Max-Min Algorithm for Embedding Robust Digital Watermark
into Images},
booktitle = {Multimedia Information Analysis and Retrieval, {IAPR} International
Workshop, MINAR'98, Hong Kong, China, August 13-14, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1464},
pages = {255--264},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0016503},
doi = {10.1007/BFB0016503},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/minar/DuanKCX98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/LeungWK98,
author = {Kwong{-}Sak Leung and
T. J. Wong and
Irwin King},
title = {Probabilistic cooperative-competitive hierarchical modeling as a genetic
operator in global optimization},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, {SMC} 1998, Hyatt Regency La Jolla, San Diego, California,
USA, October 11-14,1998},
pages = {3959--3964},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICSMC.1998.726707},
doi = {10.1109/ICSMC.1998.726707},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/LeungWK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sseke/TungKFL98,
author = {Lun Hsing Tung and
Irwin King and
Ping Fu Fung and
Wing{-}Sze Lee},
editor = {Arnold W. M. Smeulders and
Ramesh C. Jain},
title = {Two-Stage Polygon Representation for Efficient Shape Retrieval in
Image Databases},
booktitle = {Image Databases and Multi-Media Search},
series = {Series on Software Engineering and Knowledge Engineering},
volume = {8},
pages = {209--220},
publisher = {WorldScientific},
year = {1998},
url = {https://doi.org/10.1142/9789812797988\_0018},
doi = {10.1142/9789812797988\_0018},
timestamp = {Sat, 26 Oct 2019 12:05:14 +0200},
biburl = {https://dblp.org/rec/series/sseke/TungKFL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/TungK97,
author = {Lun Hsing Tung and
Irwin King},
editor = {Alberto Del Bimbo},
title = {A Two-Stage Framework for Polygon Retrieval Using Minimum Circular
Error Bound},
booktitle = {Image Analysis and Processing, 9th International Conference, {ICIAP}
'97, Florence, Italy, September 17-19, 1997, Proceedings, Volume {I}},
series = {Lecture Notes in Computer Science},
volume = {1310},
pages = {567--574},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63507-6\_246},
doi = {10.1007/3-540-63507-6\_246},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/TungK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/KingL97,
author = {Irwin King and
Tak{-}Kan Lau},
editor = {Nikola K. Kasabov and
Robert Kozma and
Kitty Ko and
Robert O'Shea and
George G. Coghill and
Tom Gedeon},
title = {Competitive Learning Clustering for Information Retrieval in Image
Databases},
booktitle = {Progress in Connectionist-Based Information Systems: Proceedings of
the 1997 International Conference on Neural Information Processing
and Intelligent Information Systems, {ICONIP} 1997, Volume II, Dunedin,
New Zealand, 24-28 November, 1997},
pages = {906--909},
publisher = {Springer},
year = {1997},
timestamp = {Wed, 29 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/KingL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/LeungHK96,
author = {Mary Y. Y. Leung and
Hung Yen Hui and
Irwin King},
title = {Facial expression synthesis by radial basis function network and image
warping},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {1400--1405},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.549104},
doi = {10.1109/ICNN.1996.549104},
timestamp = {Fri, 23 Aug 2019 13:25:16 +0200},
biburl = {https://dblp.org/rec/conf/icnn/LeungHK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ChanKL96,
author = {Horace Wai{-}kit Chan and
Irwin King and
John C. S. Lui},
title = {Performance analysis of a new updating rule for TD({\(\lambda\)})
learning in feedforward networks for position evaluation in Go game},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {1716--1720},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.549159},
doi = {10.1109/ICNN.1996.549159},
timestamp = {Tue, 27 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ChanKL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/FungLK96,
author = {Pina{-}Fu Fung and
Wing{-}Sze Lee and
Irwin King},
title = {Randomized generalized Hough transform for 2-D gray scale object detection},
booktitle = {13th International Conference on Pattern Recognition, {ICPR} 1996,
Vienna, Austria, 25-19 August, 1996},
pages = {511--515},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICPR.1996.546877},
doi = {10.1109/ICPR.1996.546877},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/FungLK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icga/King95,
author = {Irwin King},
title = {Report on the Computer Strategy-Game Programming Workshop},
journal = {J. Int. Comput. Games Assoc.},
volume = {18},
number = {2},
pages = {113--115},
year = {1995},
url = {https://doi.org/10.3233/ICG-1995-18220},
doi = {10.3233/ICG-1995-18220},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icga/King95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ZhangZKX95,
author = {Bailing Zhang and
Qin Zhou and
Irwin King and
Lei Xu},
title = {Least Mean Square Error Reconstruction Learning in Recurrent Network},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {3009--3014},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.487261},
doi = {10.1109/ICNN.1995.487261},
timestamp = {Thu, 29 Aug 2019 08:54:05 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ZhangZKX95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/WangK88,
author = {DeLiang Wang and
Irwin King},
title = {Three neural models which process temporal information},
journal = {Neural Networks},
volume = {1},
number = {Supplement-1},
pages = {227},
year = {1988},
url = {https://doi.org/10.1016/0893-6080(88)90264-X},
doi = {10.1016/0893-6080(88)90264-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/WangK88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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