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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}
}
@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}
}
@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}
}
@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},
title = {Context-aware Inductive Knowledge Graph Completion with Latent Type
Constraints and Subgraph Reasoning},
booktitle = {{AAAI}},
pages = {12102--12111},
publisher = {{AAAI} Press},
year = {2025}
}
@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},
title = {Can {LLM} Watermarks Robustly Prevent Unauthorized Knowledge Distillation?},
booktitle = {{ACL} {(1)}},
pages = {13228--13251},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@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},
title = {Recent Advances in Speech Language Models: {A} Survey},
booktitle = {{ACL} {(1)}},
pages = {13943--13970},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@inproceedings{DBLP:conf/acl/CuiJMK25,
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},
booktitle = {{ACL} {(1)}},
pages = {16735--16753},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@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},
title = {Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph
Contrastive Learning},
booktitle = {{KDD} {(1)}},
pages = {1984--1995},
publisher = {{ACM}},
year = {2025}
}
@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},
title = {WaterSeeker: Pioneering Efficient Detection of Watermarked Segments
in Large Documents},
booktitle = {{NAACL} (Findings)},
pages = {2866--2882},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@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},
title = {Retrieval, Reasoning, Re-ranking: {A} Context-Enriched Framework for
Knowledge Graph Completion},
booktitle = {{NAACL} (Long Papers)},
pages = {4349--4363},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@inproceedings{DBLP:conf/naacl/QiuOWLLK25,
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},
booktitle = {{NAACL} (Long Papers)},
pages = {4616--4627},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@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},
title = {cfDecon: Accurate and Interpretable Methylation-Based Cell Type Deconvolution
for Cell-Free {DNA}},
booktitle = {{RECOMB}},
series = {Lecture Notes in Computer Science},
volume = {15647},
pages = {307--311},
publisher = {Springer},
year = {2025}
}
@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},
title = {G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable
Recommendation},
booktitle = {{WWW}},
pages = {240--251},
publisher = {{ACM}},
year = {2025}
}
@inproceedings{DBLP:conf/www/KingLXZ025,
author = {Irwin King and
Guodong Long and
Zenglin Xu and
Yifei Zhang and
Han Yu},
title = {FL@FM-TheWebConf'25: International Workshop on Federated Foundation
Models for the Web 2025},
booktitle = {{WWW} (Companion Volume)},
pages = {1733--1734},
publisher = {{ACM}},
year = {2025}
}
@inproceedings{DBLP:conf/www/SongKH25,
author = {Zixing Song and
Irwin King and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
title = {FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation
with Enhanced Communication Efficiency},
booktitle = {{WWW} (Companion Volume)},
pages = {1752--1756},
publisher = {{ACM}},
year = {2025}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/Qiu00K24,
author = {Zexuan Qiu and
Jiahong Liu and
Yankai Chen and
Irwin King},
title = {HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised
Image Retrieval},
booktitle = {{AAAI}},
pages = {4614--4622},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/aaai/0001FW0K24,
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},
booktitle = {{AAAI}},
pages = {8302--8310},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/aaai/SongMK24,
author = {Zixing Song and
Ziqiao Meng and
Irwin King},
title = {A Diffusion-Based Pre-training Framework for Crystal Property Prediction},
booktitle = {{AAAI}},
pages = {8993--9001},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/aaai/Zhang00FK24,
author = {Xinni Zhang and
Yankai Chen and
Chenhao Ma and
Yixiang Fang and
Irwin King},
title = {Influential Exemplar Replay for Incremental Learning in Recommender
Systems},
booktitle = {{AAAI}},
pages = {9368--9376},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/acl/LuLY0K24,
author = {Yijian Lu and
Aiwei Liu and
Dianzhi Yu and
Jingjing Li and
Irwin King},
title = {An Entropy-based Text Watermarking Detection Method},
booktitle = {{ACL} {(1)}},
pages = {11724--11735},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@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},
title = {Data Augmentation Techniques for Chinese Disease Name Normalization},
booktitle = {{BIBM}},
pages = {3134--3137},
publisher = {{IEEE}},
year = {2024}
}
@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},
title = {{EASE:} Learning Lightweight Semantic Feature Adapters from Large
Language Models for {CTR} Prediction},
booktitle = {{CIKM}},
pages = {4819--4827},
publisher = {{ACM}},
year = {2024}
}
@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},
title = {SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented
Generation},
booktitle = {{EMNLP} (Findings)},
pages = {1321--1335},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/emnlp/QiuLHJZK24,
author = {Zexuan Qiu and
Jingjing Li and
Shijue Huang and
Xiaoqi Jiao and
Wanjun Zhong and
Irwin King},
title = {CLongEval: {A} Chinese Benchmark for Evaluating Long-Context Large
Language Models},
booktitle = {{EMNLP} (Findings)},
pages = {3985--4004},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@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 = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/iconip/TangKX24,
author = {Shujiong Tang and
Irwin King and
Zenglin Xu},
title = {Combining Explicit Priors and Set Attention Driven Implicit Priors
for Demonstration-Guided Reinforcement Learning},
booktitle = {{ICONIP} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {15289},
pages = {132--146},
publisher = {Springer},
year = {2024}
}
@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 = {{IJCAI}},
pages = {5981--5989},
publisher = {ijcai.org},
year = {2024}
}
@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 = {{IJCAI}},
pages = {8244--8252},
publisher = {ijcai.org},
year = {2024}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2024}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2024}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2024}
}
@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 = {{IJCNN}},
pages = {1--7},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/kdd/0001TS0K24,
author = {Yankai Chen and
Quoc{-}Tuan Truong and
Xin Shen and
Jin Li and
Irwin King},
title = {Shopping Trajectory Representation Learning with Pre-training for
E-commerce Customer Understanding and Recommendation},
booktitle = {{KDD}},
pages = {385--396},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/kdd/0001VZ0KY24,
author = {Menglin Yang and
Harshit Verma and
Delvin Ce Zhang and
Jiahong Liu and
Irwin King and
Rex Ying},
title = {Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space},
booktitle = {{KDD}},
pages = {3770--3781},
publisher = {{ACM}},
year = {2024}
}
@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},
title = {Geometric View of Soft Decorrelation in Self-Supervised Learning},
booktitle = {{KDD}},
pages = {4338--4349},
publisher = {{ACM}},
year = {2024}
}
@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},
title = {MoME: Mixture of Multimodal Experts for Cancer Survival Prediction},
booktitle = {{MICCAI} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {15004},
pages = {318--328},
publisher = {Springer},
year = {2024}
}
@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},
title = {{TAKT:} Target-Aware Knowledge Transfer for Whole Slide Image Classification},
booktitle = {{MICCAI} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {15004},
pages = {503--513},
publisher = {Springer},
year = {2024}
}
@inproceedings{DBLP:conf/naacl/MaCLSZK24,
author = {Yueen Ma and
Dafeng Chi and
Jingjing Li and
Kai Song and
Yuzheng Zhuang and
Irwin King},
title = {{VOLTA:} Improving Generative Diversity by Variational Mutual Information
Maximizing Autoencoder},
booktitle = {{NAACL-HLT} (Findings)},
pages = {364--378},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/naacl/GuoZZXK24,
author = {Zhihan Guo and
Yifei Zhang and
Zhuo Zhang and
Zenglin Xu and
Irwin King},
title = {FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based
Language Family Clustering},
booktitle = {{NAACL-HLT} (Findings)},
pages = {1519--1528},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@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},
title = {Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through
the Lens of Moral Theories?},
booktitle = {{NAACL-HLT} (Findings)},
pages = {2227--2242},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/naacl/LiHKL24,
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},
booktitle = {{NAACL-HLT}},
pages = {6625--6638},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/nips/LiWXK24,
author = {Junfan Li and
Zheshun Wu and
Zenglin Xu and
Irwin King},
title = {On the Necessity of Collaboration for Online Model Selection with
Decentralized Data},
booktitle = {NeurIPS},
year = {2024}
}
@inproceedings{DBLP:conf/www/KingLX024,
author = {Irwin King and
Guodong Long and
Zenglin Xu and
Han Yu},
title = {FL@FM-TheWebConf'24: International Workshop on Federated Foundation
Models for the Web},
booktitle = {{WWW} (Companion Volume)},
pages = {1546--1547},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/www/GuoZZXK24,
author = {Zhihan Guo and
Yifei Zhang and
Zhuo Zhang and
Zenglin Xu and
Irwin King},
title = {FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language
Tree for Multilingual Modeling},
booktitle = {{WWW} (Companion Volume)},
pages = {1558--1567},
publisher = {{ACM}},
year = {2024}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/ZhangZSKK23,
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},
booktitle = {{AAAI}},
pages = {11289--11297},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/aaai/MaSHLZK23,
author = {Yueen Ma and
Zixing Song and
Xuming Hu and
Jingjing Li and
Yifei Zhang and
Irwin King},
title = {Graph Component Contrastive Learning for Concept Relatedness Estimation},
booktitle = {{AAAI}},
pages = {13362--13370},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/acl/HuGTKY23,
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},
booktitle = {{ACL} {(2)}},
pages = {303--311},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@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},
title = {{GDA:} Generative Data Augmentation Techniques for Relation Extraction
Tasks},
booktitle = {{ACL} (Findings)},
pages = {10221--10234},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/cikm/SongZK23,
author = {Zixing Song and
Yuji Zhang and
Irwin King},
title = {Towards Fair Financial Services for All: {A} Temporal {GNN} Approach
for Individual Fairness on Transaction Networks},
booktitle = {{CIKM}},
pages = {2331--2341},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/ecai/LiK23,
author = {Yaoman Li and
Irwin King},
title = {Neural Architecture Search for Explainable Networks},
booktitle = {{ECAI}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {1447--1454},
publisher = {{IOS} Press},
year = {2023}
}
@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},
title = {Large Language Models as Source Planner for Personalized Knowledge-grounded
Dialogues},
booktitle = {{EMNLP} (Findings)},
pages = {9556--9569},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/icml/00010Y0K23,
author = {Menglin Yang and
Min Zhou and
Rex Ying and
Yankai Chen and
Irwin King},
title = {Hyperbolic Representation Learning: Revisiting and Advancing},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39639--39659},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/iconip/YangPKX23,
author = {Xiangli Yang and
Xinglin Pan and
Irwin King and
Zenglin Xu},
title = {Generalized Category Discovery with Clustering Assignment Consistency},
booktitle = {{ICONIP} {(5)}},
series = {Lecture Notes in Computer Science},
volume = {14451},
pages = {535--547},
publisher = {Springer},
year = {2023}
}
@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 = {{ICSE}},
pages = {524--536},
publisher = {{IEEE}},
year = {2023}
}
@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 = {{IJCAI}},
pages = {1587--1595},
publisher = {ijcai.org},
year = {2023}
}
@inproceedings{DBLP:conf/ijcai/0004K23,
author = {Xinyu Fu and
Irwin King},
title = {FedHGN: {A} Federated Framework for Heterogeneous Graph Neural Networks},
booktitle = {{IJCAI}},
pages = {3705--3713},
publisher = {ijcai.org},
year = {2023}
}
@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 = {{IJCAI}},
pages = {4064--4072},
publisher = {ijcai.org},
year = {2023}
}
@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 = {{IJCAI}},
pages = {6723--6731},
publisher = {ijcai.org},
year = {2023}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/kdd/00010PK23,
author = {Menglin Yang and
Min Zhou and
Lujia Pan and
Irwin King},
title = {{\(\kappa\)}HGCN: Tree-likeness Modeling via Continuous and Discrete
Curvature Learning},
booktitle = {{KDD}},
pages = {2965--2977},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/kdd/Zhang0SK23,
author = {Yifei Zhang and
Yankai Chen and
Zixing Song and
Irwin King},
title = {Contrastive Cross-scale Graph Knowledge Synergy},
booktitle = {{KDD}},
pages = {3422--3433},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/kdd/00060XXK23,
author = {Min Zhou and
Menglin Yang and
Bo Xiong and
Hui Xiong and
Irwin King},
title = {Hyperbolic Graph Neural Networks: {A} Tutorial on Methods and Applications},
booktitle = {{KDD}},
pages = {5843--5844},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/nips/LiangHXSK23,
author = {Langzhang Liang and
Xiangjing Hu and
Zenglin Xu and
Zixing Song and
Irwin King},
title = {Predicting Global Label Relationship Matrix for Graph Neural Networks
under Heterophily},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/SongZK23,
author = {Zixing Song and
Yifei Zhang and
Irwin King},
title = {No Change, No Gain: Empowering Graph Neural Networks with Expected
Model Change Maximization for Active Learning},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/SongZK23a,
author = {Zixing Song and
Yifei Zhang and
Irwin King},
title = {Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised
Learning},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/ZhangZ0SKK23,
author = {Yifei Zhang and
Hao Zhu and
Yankai Chen and
Zixing Song and
Piotr Koniusz and
Irwin King},
title = {Mitigating the Popularity Bias of Graph Collaborative Filtering: {A}
Dimensional Collapse Perspective},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/sdm/MengLZ0K23,
author = {Ziqiao Meng and
Yaoman Li and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular
Property Prediction},
booktitle = {{SDM}},
pages = {811--819},
publisher = {{SIAM}},
year = {2023}
}
@inproceedings{DBLP:conf/sigir/HuHZKY23,
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},
booktitle = {{SIGIR}},
pages = {2436--2440},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/sigir/0001Z0S0K23,
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},
booktitle = {{SIGIR}},
pages = {2521--2525},
publisher = {{ACM}},
year = {2023}
}
@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 = {{TALE}},
pages = {1--6},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/www/PolatoERXK23,
author = {Mirko Polato and
Roberto Esposito and
Walter Riviera and
Zenglin Xu and
Irwin King},
title = {1st Workshop on Federated Learning Technologies},
booktitle = {{WWW} (Companion Volume)},
pages = {1150},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/www/ZhangZLXK23,
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},
booktitle = {{WWW} (Companion Volume)},
pages = {1167--1176},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/www/0001FZK23,
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},
booktitle = {{WWW}},
pages = {3164--3172},
publisher = {{ACM}},
year = {2023}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 = {{AAAI}},
pages = {10956--10964},
publisher = {{AAAI} Press},
year = {2022}
}
@inproceedings{DBLP:conf/aaai/SongK22,
author = {Zixing Song and
Irwin King},
title = {Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware
Summarization},
booktitle = {{AAAI}},
pages = {11340--11348},
publisher = {{AAAI} Press},
year = {2022}
}
@inproceedings{DBLP:conf/emnlp/HuLWK22,
author = {Minda Hu and
Muzhi Li and
Yasheng Wang and
Irwin King},
title = {Momentum Contrastive Pre-training for Question Answering},
booktitle = {{EMNLP}},
pages = {4324--4330},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@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 = {{ICDE}},
pages = {299--311},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/ijcnlp/ChenZGTK22,
author = {Yankai Chen and
Yifei Zhang and
Huifeng Guo and
Ruiming Tang and
Irwin King},
title = {An Effective Post-training Embedding Binarization Approach for Fast
Online Top-K Passage Matching},
booktitle = {{AACL/IJCNLP} {(2)}},
pages = {102--108},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2022}
}
@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},
title = {Learning Binarized Graph Representations with Multi-faceted Quantization
Reinforcement for Top-K Recommendation},
booktitle = {{KDD}},
pages = {168--178},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/kdd/SongZK22,
author = {Zixing Song and
Yifei Zhang and
Irwin King},
title = {Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised
Node Classification},
booktitle = {{KDD}},
pages = {1656--1665},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/kdd/0001L00K22,
author = {Menglin Yang and
Zhihao Li and
Min Zhou and
Jiahong Liu and
Irwin King},
title = {{HICF:} Hyperbolic Informative Collaborative Filtering},
booktitle = {{KDD}},
pages = {2212--2221},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/kdd/ZhangZSKK22,
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},
booktitle = {{KDD}},
pages = {2524--2534},
publisher = {{ACM}},
year = {2022}
}
@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},
title = {Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator
Iterative Training},
booktitle = {{NAACL-HLT} (Findings)},
pages = {1233--1246},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/nips/BaiHS0KL22,
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},
booktitle = {NeurIPS},
year = {2022}
}
@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 = {{TALE}},
pages = {59--64},
publisher = {{IEEE}},
year = {2022}
}
@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},
title = {Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware
Recommendation},
booktitle = {{WSDM}},
pages = {94--102},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/www/ZhangZMKK22,
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},
booktitle = {{WWW}},
pages = {1331--1339},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/www/000100LK22,
author = {Menglin Yang and
Min Zhou and
Jiahong Liu and
Defu Lian and
Irwin King},
title = {{HRCF:} Enhancing Collaborative Filtering via Hyperbolic Geometric
Regularization},
booktitle = {{WWW}},
pages = {2462--2471},
publisher = {{ACM}},
year = {2022}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/acl/ChenLK20,
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},
booktitle = {{ACL/IJCNLP} {(1)}},
pages = {404--414},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/acl/Jiao0T0LK20,
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},
booktitle = {{ACL/IJCNLP} {(1)}},
pages = {2840--2850},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@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},
title = {BinaryBERT: Pushing the Limit of {BERT} Quantization},
booktitle = {{ACL/IJCNLP} {(1)}},
pages = {4334--4348},
publisher = {Association for Computational Linguistics},
year = {2021}
}
@inproceedings{DBLP:conf/cikm/SongMZK21,
author = {Zixing Song and
Ziqiao Meng and
Yifei Zhang and
Irwin King},
title = {Semi-supervised Multi-label Learning for Graph-structured Data},
booktitle = {{CIKM}},
pages = {1723--1733},
publisher = {{ACM}},
year = {2021}
}
@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 = {{CVPR}},
pages = {9024--9033},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iconip/YauBKL21,
author = {Chung{-}Yiu Yau and
Haoli Bai and
Irwin King and
Michael R. Lyu},
title = {{DAP-BERT:} Differentiable Architecture Pruning of {BERT}},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {13108},
pages = {367--378},
publisher = {Springer},
year = {2021}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/kdd/0001ZKHK21,
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},
booktitle = {{KDD}},
pages = {1975--1985},
publisher = {{ACM}},
year = {2021}
}
@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 = {{TALE}},
pages = {646--653},
publisher = {{IEEE}},
year = {2021}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 = {{AAAI}},
pages = {3203--3210},
publisher = {{AAAI} Press},
year = {2020}
}
@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 = {{AAAI}},
pages = {8002--8009},
publisher = {{AAAI} Press},
year = {2020}
}
@inproceedings{DBLP:conf/accv/LiuHLKX20,
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},
booktitle = {{ACCV} {(5)}},
series = {Lecture Notes in Computer Science},
volume = {12626},
pages = {154--169},
publisher = {Springer},
year = {2020}
}
@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},
title = {Photon: {A} Robust Cross-Domain Text-to-SQL System},
booktitle = {{ACL} (demo)},
pages = {204--214},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@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},
title = {Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational
Machine Reading},
booktitle = {{ACL}},
pages = {935--945},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/acl/ChenCLK20,
author = {Wang Chen and
Hou Pong Chan and
Piji Li and
Irwin King},
title = {Exclusive Hierarchical Decoding for Deep Keyphrase Generation},
booktitle = {{ACL}},
pages = {1095--1105},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@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 = {{CVPR}},
pages = {1158--1167},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020}
}
@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 = {{CVPR}},
pages = {6647--6656},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020}
}
@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 = {{CVPR}},
pages = {8649--8658},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/0001LBLLK20,
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},
booktitle = {{EMNLP} (Findings)},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {431--440},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/JiaoWHKLT20,
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},
booktitle = {{EMNLP} {(1)}},
pages = {2255--2266},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@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},
title = {Discern: Discourse-Aware Entailment Reasoning Network for Conversational
Machine Reading},
booktitle = {{EMNLP} {(1)}},
pages = {2439--2449},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/WangLLK20,
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},
booktitle = {{EMNLP} {(1)}},
pages = {3311--3324},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@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},
title = {{VD-BERT:} {A} Unified Vision and Dialog Transformer with {BERT}},
booktitle = {{EMNLP} {(1)}},
pages = {3325--3338},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/emnlp/JiaoLK20,
author = {Wenxiang Jiao and
Michael R. Lyu and
Irwin King},
title = {Exploiting Unsupervised Data for Emotion Recognition in Conversations},
booktitle = {{EMNLP} (Findings)},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {4839--4846},
publisher = {Association for Computational Linguistics},
year = {2020}
}
@inproceedings{DBLP:conf/icdm/YangMK20,
author = {Menglin Yang and
Ziqiao Meng and
Irwin King},
title = {FeatureNorm: {L2} Feature Normalization for Dynamic Graph Embedding},
booktitle = {{ICDM}},
pages = {731--740},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/iconip/ChenWMK20,
author = {Yankai Chen and
Yaozu Wu and
Shicheng Ma and
Irwin King},
title = {A Literature Review of Recent Graph Embedding Techniques for Biomedical
Data},
booktitle = {{ICONIP} {(5)}},
series = {Communications in Computer and Information Science},
volume = {1333},
pages = {21--29},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/iconip/SaxenaLK20,
author = {Chandni Saxena and
Tianyu Liu and
Irwin King},
title = {A Survey of Graph Curvature and Embedding in Non-Euclidean Spaces},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {12533},
pages = {127--139},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/iconip/LiK20,
author = {Yaoman Li and
Irwin King},
title = {AutoGraph: Automated Graph Neural Network},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {12533},
pages = {189--201},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/ijcai/ChenZFCK20,
author = {Yankai Chen and
Jie Zhang and
Yixiang Fang and
Xin Cao and
Irwin King},
title = {Efficient Community Search over Large Directed Graph: An Augmented
Index-based Approach},
booktitle = {{IJCAI}},
pages = {3544--3550},
publisher = {ijcai.org},
year = {2020}
}
@inproceedings{DBLP:conf/nips/LiLMJLK20,
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},
booktitle = {NeurIPS},
year = {2020}
}
@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},
title = {Revisiting Parameter Sharing for Automatic Neural Channel Number Search},
booktitle = {NeurIPS},
year = {2020}
}
@inproceedings{DBLP:conf/sigir/ChanCK20,
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},
booktitle = {{SIGIR}},
pages = {1191--1200},
publisher = {{ACM}},
year = {2020}
}
@inproceedings{DBLP:conf/tale/ChowLK20,
author = {Rudi Santoso Chow and
Chak Ming Lam and
Irwin King},
title = {Crisis Resilience Pedagogy {(CRP)} for Teaching and Learning},
booktitle = {{TALE}},
pages = {384--391},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/tale/CaiK20,
author = {Haiyan Cai and
Irwin King},
title = {Education Technology for Online Learning in Times of Crisis},
booktitle = {{TALE}},
pages = {758--763},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/www/Zeng0HGLK20,
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},
booktitle = {{WWW}},
pages = {1502--1513},
publisher = {{ACM} / {IW3C2}},
year = {2020}
}
@inproceedings{DBLP:conf/www/0004ZMK20,
author = {Xinyu Fu and
Jiani Zhang and
Ziqiao Meng and
Irwin King},
title = {{MAGNN:} Metapath Aggregated Graph Neural Network for Heterogeneous
Graph Embedding},
booktitle = {{WWW}},
pages = {2331--2341},
publisher = {{ACM} / {IW3C2}},
year = {2020}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 = {{AAAI}},
pages = {6268--6275},
publisher = {{AAAI} Press},
year = {2019}
}
@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 = {{AAAI}},
pages = {6423--6430},
publisher = {{AAAI} Press},
year = {2019}
}
@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 = {{AAAI}},
pages = {8770--8777},
publisher = {{AAAI} Press},
year = {2019}
}
@inproceedings{DBLP:conf/acl/ChanCWK19,
author = {Hou Pong Chan and
Wang Chen and
Lu Wang and
Irwin King},
title = {Neural Keyphrase Generation via Reinforcement Learning with Adaptive
Rewards},
booktitle = {{ACL} {(1)}},
pages = {2163--2174},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@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},
title = {Topic-Aware Neural Keyphrase Generation for Social Media Language},
booktitle = {{ACL} {(1)}},
pages = {2516--2526},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/GaoLKL19,
author = {Yifan Gao and
Piji Li and
Irwin King and
Michael R. Lyu},
title = {Interconnected Question Generation with Coreference Alignment and
Conversation Flow Modeling},
booktitle = {{ACL} {(1)}},
pages = {4853--4862},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/cikm/0001LKW19,
author = {Feng Xia and
Huan Liu and
Irwin King and
Kuansan Wang},
title = {BigScholar 2019: The 6th Workshop on Big Scholarly Data},
booktitle = {{CIKM}},
pages = {3003--3004},
publisher = {{ACM}},
year = {2019}
}
@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 = {{CVPR}},
pages = {4571--4580},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019}
}
@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 = {{DSN}},
pages = {125--137},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/emnlp/LiGBKL19,
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},
booktitle = {{EMNLP/IJCNLP} {(1)}},
pages = {3214--3224},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@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},
title = {Emerging app issue identification from user feedback: experience on
WeChat},
booktitle = {{ICSE} {(SEIP)}},
pages = {279--288},
publisher = {{IEEE} / {ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/ijcai/SuZCKL19,
author = {Yuxin Su and
Shenglin Zhao and
Xixian Chen and
Irwin King and
Michael R. Lyu},
title = {Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators},
booktitle = {{IJCAI}},
pages = {3483--3489},
publisher = {ijcai.org},
year = {2019}
}
@inproceedings{DBLP:conf/ijcai/ZhangSZK19,
author = {Jiani Zhang and
Xingjian Shi and
Shenglin Zhao and
Irwin King},
title = {{STAR-GCN:} Stacked and Reconstructed Graph Convolutional Networks
for Recommender Systems},
booktitle = {{IJCAI}},
pages = {4264--4270},
publisher = {ijcai.org},
year = {2019}
}
@inproceedings{DBLP:conf/ijcai/GaoBCLK19,
author = {Yifan Gao and
Lidong Bing and
Wang Chen and
Michael R. Lyu and
Irwin King},
title = {Difficulty Controllable Generation of Reading Comprehension Questions},
booktitle = {{IJCAI}},
pages = {4968--4974},
publisher = {ijcai.org},
year = {2019}
}
@inproceedings{DBLP:conf/isnn/LiK19,
author = {Yaoman Li and
Irwin King},
title = {Architecture Search for Image Inpainting},
booktitle = {{ISNN} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {11554},
pages = {106--115},
publisher = {Springer},
year = {2019}
}
@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 = {{ASE}},
pages = {163--175},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/JiaoYKL19,
author = {Wenxiang Jiao and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion
Recognition},
booktitle = {{NAACL-HLT} {(1)}},
pages = {397--406},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/WangLKLS19,
author = {Yue Wang and
Jing Li and
Irwin King and
Michael R. Lyu and
Shuming Shi},
title = {Microblog Hashtag Generation via Encoding Conversation Contexts},
booktitle = {{NAACL-HLT} {(1)}},
pages = {1624--1633},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/ChenCLBK19,
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},
booktitle = {{NAACL-HLT} {(1)}},
pages = {2846--2856},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@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 = {{TALE}},
pages = {1--5},
publisher = {{IEEE}},
year = {2019}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/cikm/BaiCLKX18,
author = {Haoli Bai and
Zhuangbin Chen and
Michael R. Lyu and
Irwin King and
Zenglin Xu},
title = {Neural Relational Topic Models for Scientific Article Analysis},
booktitle = {{CIKM}},
pages = {27--36},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/cikm/SuLK18,
author = {Yuxin Su and
Michael R. Lyu and
Irwin King},
title = {Communication-Efficient Distributed Deep Metric Learning with Hybrid
Synchronization},
booktitle = {{CIKM}},
pages = {1463--1472},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/emnlp/ZengLSGLK18,
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},
booktitle = {{EMNLP}},
pages = {3120--3131},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/emnlp/ChanK18,
author = {Hou Pong Chan and
Irwin King},
title = {Thread Popularity Prediction and Tracking with a Permutation-invariant
Model},
booktitle = {{EMNLP}},
pages = {3392--3401},
publisher = {Association for Computational Linguistics},
year = {2018}
}
@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 = {{ICME}},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@inproceedings{DBLP:conf/icse/GaoZLK18,
author = {Cuiyun Gao and
Jichuan Zeng and
Michael R. Lyu and
Irwin King},
title = {Online app review analysis for identifying emerging issues},
booktitle = {{ICSE}},
pages = {48--58},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/ijcai/YuKLY18,
author = {Xiaotian Yu and
Irwin King and
Michael R. Lyu and
Tianbao Yang},
title = {A Generic Approach for Accelerating Stochastic Zeroth-Order Convex
Optimization},
booktitle = {{IJCAI}},
pages = {3040--3046},
publisher = {ijcai.org},
year = {2018}
}
@inproceedings{DBLP:conf/ijcai/LiWLK18,
author = {Jian Li and
Yue Wang and
Michael R. Lyu and
Irwin King},
title = {Code Completion with Neural Attention and Pointer Networks},
booktitle = {{IJCAI}},
pages = {4159--4165},
publisher = {ijcai.org},
year = {2018}
}
@inproceedings{DBLP:conf/kbse/GaoZSLK18,
author = {Cuiyun Gao and
Jichuan Zeng and
Federica Sarro and
Michael R. Lyu and
Irwin King},
title = {Exploring the effects of ad schemes on the performance cost of mobile
phones},
booktitle = {A-Mobile@ASE},
pages = {13--18},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/nips/ShaoYKL18,
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},
booktitle = {NeurIPS},
pages = {8430--8439},
year = {2018}
}
@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},
title = {{INFAR:} insight extraction from app reviews},
booktitle = {{ESEC/SIGSOFT} {FSE}},
pages = {904--907},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/uai/ZhangSXMKY18,
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},
booktitle = {{UAI}},
pages = {339--349},
publisher = {{AUAI} Press},
year = {2018}
}
@inproceedings{DBLP:conf/uai/YuSLK18,
author = {Xiaotian Yu and
Han Shao and
Michael R. Lyu and
Irwin King},
title = {Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs},
booktitle = {{UAI}},
pages = {937--946},
publisher = {{AUAI} Press},
year = {2018}
}
@incollection{DBLP:reference/snam/MaKL18,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
title = {Social Recommendation in Dynamic Networks},
booktitle = {Encyclopedia of Social Network Analysis and Mining. 2nd Ed},
publisher = {Springer},
year = {2018}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/YuLK17,
author = {Xiaotian Yu and
Michael R. Lyu and
Irwin King},
title = {{CBRAP:} Contextual Bandits with RAndom Projection},
booktitle = {{AAAI}},
pages = {2859--2866},
publisher = {{AAAI} Press},
year = {2017}
}
@inproceedings{DBLP:conf/adma/NiuZLK17,
author = {Xingyu Niu and
Hongyi Zhang and
Michael R. Lyu and
Irwin King},
title = {From Mutual Friends to Overlapping Community Detection: {A} Non-negative
Matrix Factorization Approach},
booktitle = {{ADMA}},
series = {Lecture Notes in Computer Science},
volume = {10604},
pages = {180--194},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/cikm/ChengZZKZW17,
author = {Jiajun Cheng and
Shenglin Zhao and
Jiani Zhang and
Irwin King and
Xin Zhang and
Hui Wang},
title = {Aspect-level Sentiment Classification with {HEAT} (HiErarchical ATtention)
Network},
booktitle = {{CIKM}},
pages = {97--106},
publisher = {{ACM}},
year = {2017}
}
@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},
title = {Traffic Prediction Based Power Saving in Cellular Networks: {A} Machine
Learning Method},
booktitle = {{SIGSPATIAL/GIS}},
pages = {29:1--29:10},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/icdm/YuKL17,
author = {Xiaotian Yu and
Irwin King and
Michael R. Lyu},
title = {Risk Control of Best Arm Identification in Multi-armed Bandits via
Successive Rejects},
booktitle = {{ICDM}},
pages = {1147--1152},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/icml/ChenLK17,
author = {Xixian Chen and
Michael R. Lyu and
Irwin King},
title = {Toward Efficient and Accurate Covariance Matrix Estimation on Compressed
Data},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {767--776},
publisher = {{PMLR}},
year = {2017}
}
@inproceedings{DBLP:conf/iconip/ZhaoKL17,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu},
title = {Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest
Recommendation},
booktitle = {{ICONIP} {(5)}},
series = {Lecture Notes in Computer Science},
volume = {10638},
pages = {368--377},
publisher = {Springer},
year = {2017}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2017}
}
@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 = {{IJCNN}},
pages = {3649--3655},
publisher = {{IEEE}},
year = {2017}
}
@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 = {{IJCNN}},
pages = {3670--3679},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/sigir/SuKL17,
author = {Yuxin Su and
Irwin King and
Michael R. Lyu},
title = {Learning to Rank Using Localized Geometric Mean Metrics},
booktitle = {{SIGIR}},
pages = {45--54},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/sigir/ZhaoKLZY17,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu and
Jia Zeng and
Mingxuan Yuan},
title = {Mining Business Opportunities from Location-based Social Networks},
booktitle = {{SIGIR}},
pages = {1037--1040},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/uai/ChenKL17,
author = {Xixian Chen and
Irwin King and
Michael R. Lyu},
title = {{FROSH:} FasteR Online Sketching Hashing},
booktitle = {{UAI}},
publisher = {{AUAI} Press},
year = {2017}
}
@inproceedings{DBLP:conf/www/ZhaoZKL17,
author = {Shenglin Zhao and
Tong Zhao and
Irwin King and
Michael R. Lyu},
title = {Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest
Recommendation},
booktitle = {{WWW} (Companion Volume)},
pages = {153--162},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/www/WangLXKT17,
author = {Wei Wang and
Jiaying Liu and
Feng Xia and
Irwin King and
Hanghang Tong},
title = {Shifu: Deep Learning Based Advisor-advisee Relationship Mining in
Scholarly Big Data},
booktitle = {{WWW} (Companion Volume)},
pages = {303--310},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/www/ChanK17,
author = {Hou Pong Chan and
Irwin King},
title = {Leveraging Social Connections to Improve Peer Assessment in MOOCs},
booktitle = {{WWW} (Companion Volume)},
pages = {341--349},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/www/ZhangSKY17,
author = {Jiani Zhang and
Xingjian Shi and
Irwin King and
Dit{-}Yan Yeung},
title = {Dynamic Key-Value Memory Networks for Knowledge Tracing},
booktitle = {{WWW}},
pages = {765--774},
publisher = {{ACM}},
year = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/ZhaoZYLK16,
author = {Shenglin Zhao and
Tong Zhao and
Haiqin Yang and
Michael R. Lyu and
Irwin King},
title = {{STELLAR:} Spatial-Temporal Latent Ranking for Successive Point-of-Interest
Recommendation},
booktitle = {{AAAI}},
pages = {315--322},
publisher = {{AAAI} Press},
year = {2016}
}
@inproceedings{DBLP:conf/cikm/ZhaoK16,
author = {Tong Zhao and
Irwin King},
title = {Constructing Reliable Gradient Exploration for Online Learning to
Rank},
booktitle = {{CIKM}},
pages = {1643--1652},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/iconip/ZhaoK16,
author = {Tong Zhao and
Irwin King},
title = {Locality-Sensitive Linear Bandit Model for Online Social Recommendation},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {9947},
pages = {80--90},
year = {2016}
}
@inproceedings{DBLP:conf/iconip/YuenKL16,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {An Online-Updating Approach on Task Recommendation in Crowdsourcing
Systems},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {9947},
pages = {91--101},
year = {2016}
}
@inproceedings{DBLP:conf/iconip/ZhangK16,
author = {Jiani Zhang and
Irwin King},
title = {Topological Order Discovery via Deep Knowledge Tracing},
booktitle = {{ICONIP} {(4)}},
series = {Lecture Notes in Computer Science},
volume = {9950},
pages = {112--119},
year = {2016}
}
@inproceedings{DBLP:conf/iconip/ZhaoLK16,
author = {Shenglin Zhao and
Michael R. Lyu and
Irwin King},
title = {Aggregated Temporal Tensor Factorization Model for Point-of-interest
Recommendation},
booktitle = {{ICONIP} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {9949},
pages = {450--458},
year = {2016}
}
@inproceedings{DBLP:conf/ijcai/ZhangZKL16,
author = {Hongyi Zhang and
Tong Zhao and
Irwin King and
Michael R. Lyu},
title = {Modeling the Homophily Effect between Links and Communities for Overlapping
Community Detection},
booktitle = {{IJCAI}},
pages = {3938--3944},
publisher = {{IJCAI/AAAI} Press},
year = {2016}
}
@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 = {{IJCNN}},
pages = {3306--3313},
publisher = {{IEEE}},
year = {2016}
}
@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 = {{IJCNN}},
pages = {5094--5101},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/www/ChanZK16,
author = {Hou Pong Chan and
Tong Zhao and
Irwin King},
title = {Trust-aware Peer Assessment using Multi-armed Bandit Algorithms},
booktitle = {{WWW} (Companion Volume)},
pages = {899--903},
publisher = {{ACM}},
year = {2016}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/ZhangKL15,
author = {Hongyi Zhang and
Irwin King and
Michael R. Lyu},
title = {Incorporating Implicit Link Preference Into Overlapping Community
Detection},
booktitle = {{AAAI}},
pages = {396--402},
publisher = {{AAAI} Press},
year = {2015}
}
@inproceedings{DBLP:conf/aaai/HuYKLS15,
author = {Junjie Hu and
Haiqin Yang and
Irwin King and
Michael R. Lyu and
Anthony Man{-}Cho So},
title = {Kernelized Online Imbalanced Learning with Fixed Budgets},
booktitle = {{AAAI}},
pages = {2666--2672},
publisher = {{AAAI} Press},
year = {2015}
}
@inproceedings{DBLP:conf/cikm/ZhaoMK15,
author = {Tong Zhao and
Julian J. McAuley and
Irwin King},
title = {Improving Latent Factor Models via Personalized Feature Projection
for One Class Recommendation},
booktitle = {{CIKM}},
pages = {821--830},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/cikm/ZhaoZK15,
author = {Tong Zhao and
H. Vicky Zhao and
Irwin King},
title = {Exploiting Game Theoretic Analysis for Link Recommendation in Social
Networks},
booktitle = {{CIKM}},
pages = {851--860},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/ifip11-9/AndriotisTOK15,
author = {Panagiotis Andriotis and
Theo Tryfonas and
George C. Oikonomou and
Irwin King},
title = {A Framework for Describing Multimedia Circulation in a Smartphone
Ecosystem},
booktitle = {{IFIP} Int. Conf. Digital Forensics},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {462},
pages = {251--267},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/ijcai/ZhangLK15,
author = {Hongyi Zhang and
Michael R. Lyu and
Irwin King},
title = {Exploiting k-Degree Locality to Improve Overlapping Community Detection},
booktitle = {{IJCAI}},
pages = {2394--2400},
publisher = {{AAAI} Press},
year = {2015}
}
@inproceedings{DBLP:conf/ijcai/ChenYKL15,
author = {Xixian Chen and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Training-Efficient Feature Map for Shift-Invariant Kernels},
booktitle = {{IJCAI}},
pages = {3395--3401},
publisher = {{AAAI} Press},
year = {2015}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/uai/ChenLLKZ15,
author = {Shouyuan Chen and
Yang Liu and
Michael R. Lyu and
Irwin King and
Shengyu Zhang},
title = {Fast Relative-Error Approximation Algorithm for Ridge Regression},
booktitle = {{UAI}},
pages = {201--210},
publisher = {{AUAI} Press},
year = {2015}
}
@inproceedings{DBLP:conf/wsdm/HuangYKL15,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications},
booktitle = {{WSDM}},
pages = {425--426},
publisher = {{ACM}},
year = {2015}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/cikm/ZhaoMK14,
author = {Tong Zhao and
Julian J. McAuley and
Irwin King},
title = {Leveraging Social Connections to Improve Personalized Ranking for
Collaborative Filtering},
booktitle = {{CIKM}},
pages = {261--270},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/cikm/RahimiSK14,
author = {Razieh Rahimi and
Azadeh Shakery and
Irwin King},
title = {Axiomatic Analysis of Cross-Language Information Retrieval},
booktitle = {{CIKM}},
pages = {1875--1878},
publisher = {{ACM}},
year = {2014}
}
@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 = {{DSAA}},
pages = {9--10},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/iconip/YangXKL14,
author = {Haiqin Yang and
Zenglin Xu and
Irwin King and
Michael R. Lyu},
title = {Non-monotonic Feature Selection for Regression},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {8835},
pages = {44--51},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/iconip/ManWZWK14,
author = {Yuanyuan Man and
Shuai Wang and
Tian{-}Yu Zhang and
T. J. Wong and
Irwin King},
title = {Corporate Leaders Analytics and Network System {(CLANS):} Constructing
and Mining Social Networks among Corporations and Business Elites
in China},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {8834},
pages = {610--618},
publisher = {Springer},
year = {2014}
}
@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 = {{IJCNN}},
pages = {2539--2547},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/nips/ChenLKLC14,
author = {Shouyuan Chen and
Tian Lin and
Irwin King and
Michael R. Lyu and
Wei Chen},
title = {Combinatorial Pure Exploration of Multi-Armed Bandits},
booktitle = {{NIPS}},
pages = {379--387},
year = {2014}
}
@inproceedings{DBLP:conf/recsys/LingLK14,
author = {Guang Ling and
Michael R. Lyu and
Irwin King},
title = {Ratings meet reviews, a combined approach to recommend},
booktitle = {RecSys},
pages = {105--112},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/recsys/ChengXZKL14,
author = {Chen Cheng and
Fen Xia and
Tong Zhang and
Irwin King and
Michael R. Lyu},
title = {Gradient boosting factorization machines},
booktitle = {RecSys},
pages = {265--272},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/www/LauWMYK14,
author = {Tak Pang Lau and
Shuai Wang and
Yuanyuan Man and
Chi Fai Yuen and
Irwin King},
title = {Language technologies for enhancement of teaching and learning in
writing},
booktitle = {{WWW} (Companion Volume)},
pages = {1097--1102},
publisher = {{ACM}},
year = {2014}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/bigdataconf/WuYZZKL13,
author = {Chenxia Wu and
Haiqin Yang and
Jianke Zhu and
Jiemi Zhang and
Irwin King and
Michael R. Lyu},
title = {Sparse Poisson coding for high dimensional document clustering},
booktitle = {{IEEE} BigData},
pages = {512--517},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@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 = {{EMNLP}},
pages = {1521--1532},
publisher = {{ACL}},
year = {2013}
}
@inproceedings{DBLP:conf/iconip/ZhaoKL13,
author = {Shenglin Zhao and
Irwin King and
Michael R. Lyu},
title = {Capturing Geographical Influence in {POI} Recommendations},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {8227},
pages = {530--537},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/ijcai/ChengYLK13,
author = {Chen Cheng and
Haiqin Yang and
Michael R. Lyu and
Irwin King},
title = {Where You Like to Go Next: Successive Point-of-Interest Recommendation},
booktitle = {{IJCAI}},
pages = {2605--2611},
publisher = {{IJCAI/AAAI}},
year = {2013}
}
@inproceedings{DBLP:conf/ijcai/LingKL13,
author = {Guang Ling and
Irwin King and
Michael R. Lyu},
title = {A Unified Framework for Reputation Estimation in Online Rating Systems},
booktitle = {{IJCAI}},
pages = {2670--2676},
publisher = {{IJCAI/AAAI}},
year = {2013}
}
@inproceedings{DBLP:conf/ijcai/ShiWXYKJ13,
author = {Jianping Shi and
Naiyan Wang and
Yang Xia and
Dit{-}Yan Yeung and
Irwin King and
Jiaya Jia},
title = {{SCMF:} Sparse Covariance Matrix Factorization for Collaborative Filtering},
booktitle = {{IJCAI}},
pages = {2705--2711},
publisher = {{IJCAI/AAAI}},
year = {2013}
}
@inproceedings{DBLP:conf/nips/ChenLKX13,
author = {Shouyuan Chen and
Michael R. Lyu and
Irwin King and
Zenglin Xu},
title = {Exact and Stable Recovery of Pairwise Interaction Tensors},
booktitle = {{NIPS}},
pages = {1691--1699},
year = {2013}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/ChengYKL12,
author = {Chen Cheng and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Fused Matrix Factorization with Geographical and Social Influence
in Location-Based Social Networks},
booktitle = {{AAAI}},
pages = {17--23},
publisher = {{AAAI} Press},
year = {2012}
}
@inproceedings{DBLP:conf/aaai/ZhouSCKL12,
author = {Tom Chao Zhou and
Xiance Si and
Edward Y. Chang and
Irwin King and
Michael R. Lyu},
title = {A Data-Driven Approach to Question Subjectivity Identification in
Community Question Answering},
booktitle = {{AAAI}},
pages = {164--170},
publisher = {{AAAI} Press},
year = {2012}
}
@inproceedings{DBLP:conf/cikm/XinKALH12,
author = {Xin Xin and
Irwin King and
Ritesh Agrawal and
Michael R. Lyu and
Heyan Huang},
title = {Do ads compete or collaborate?: designing click models with full relationship
incorporated},
booktitle = {{CIKM}},
pages = {1839--1843},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/cikm/GargKL12,
author = {Priyanka Garg and
Irwin King and
Michael R. Lyu},
title = {Information propagation in social rating networks},
booktitle = {{CIKM}},
pages = {2279--2282},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/iconip/YuenKL12,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {TaskRec: Probabilistic Matrix Factorization in Task Recommendation
in Crowdsourcing Systems},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {7664},
pages = {516--525},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/iconip/GargKL12,
author = {Priyanka Garg and
Irwin King and
Michael R. Lyu},
title = {Are You a Social Conformer?},
booktitle = {{ICONIP} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {7665},
pages = {694--701},
publisher = {Springer},
year = {2012}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2012}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2012}
}
@inproceedings{DBLP:conf/jcdl/DengHLK12,
author = {Hongbo Deng and
Jiawei Han and
Michael R. Lyu and
Irwin King},
title = {Modeling and exploiting heterogeneous bibliographic networks for expertise
ranking},
booktitle = {{JCDL}},
pages = {71--80},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/uai/LingYLK12,
author = {Guang Ling and
Haiqin Yang and
Michael R. Lyu and
Irwin King},
title = {Response Aware Model-Based Collaborative Filtering},
booktitle = {{UAI}},
pages = {501--510},
publisher = {{AUAI} Press},
year = {2012}
}
@inproceedings{DBLP:conf/www/LiJLKM12,
author = {Baichuan Li and
Tan Jin and
Michael R. Lyu and
Irwin King and
Barley Mak},
title = {Analyzing and predicting question quality in community question answering
services},
booktitle = {{WWW} (Companion Volume)},
pages = {775--782},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/www/ZhouLK12,
author = {Tom Chao Zhou and
Michael R. Lyu and
Irwin King},
title = {A classification-based approach to question routing in community question
answering},
booktitle = {{WWW} (Companion Volume)},
pages = {783--790},
publisher = {{ACM}},
year = {2012}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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},
title = {Learning to Suggest Questions in Online Forums},
booktitle = {{AAAI}},
pages = {1298--1303},
publisher = {{AAAI} Press},
year = {2011}
}
@inproceedings{DBLP:conf/cikm/YuKL11,
author = {Xiaofeng Yu and
Irwin King and
Michael R. Lyu},
title = {Towards a top-down and bottom-up bidirectional approach to joint information
extraction},
booktitle = {{CIKM}},
pages = {847--856},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/cikm/YangZKL11,
author = {Haiqin Yang and
Shenghuo Zhu and
Irwin King and
Michael R. Lyu},
title = {Can irrelevant data help semi-supervised learning, why and how?},
booktitle = {{CIKM}},
pages = {937--946},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/cikm/LiKL11,
author = {Baichuan Li and
Irwin King and
Michael R. Lyu},
title = {Question routing in community question answering: putting category
in its place},
booktitle = {{CIKM}},
pages = {2041--2044},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/cikm/LiSLKC11,
author = {Baichuan Li and
Xiance Si and
Michael R. Lyu and
Irwin King and
Edward Y. Chang},
title = {Question identification on twitter},
booktitle = {{CIKM}},
pages = {2477--2480},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/iconip/AgrawalYKZ11,
author = {Ritesh Agrawal and
Xiaofeng Yu and
Irwin King and
R{\'{e}}mi Zajac},
title = {Enrichment and Reductionism: Two Approaches for Web Query Classification},
booktitle = {{ICONIP} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {7064},
pages = {148--157},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/iconip/XuHKLSN11,
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 for Character Recognition},
booktitle = {{ICONIP} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {7064},
pages = {747--755},
publisher = {Springer},
year = {2011}
}
@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 = {{IJCNN}},
pages = {349--356},
publisher = {{IEEE}},
year = {2011}
}
@inproceedings{DBLP:conf/ithings/YuenKL11,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {Task Matching in Crowdsourcing},
booktitle = {iThings/CPSCom},
pages = {409--412},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/kbse/ZhengMLXK11,
author = {Wujie Zheng and
Hao Ma and
Michael R. Lyu and
Tao Xie and
Irwin King},
title = {Mining test oracles of web search engines},
booktitle = {{ASE}},
pages = {408--411},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/sigir/MaLKL11,
author = {Hao Ma and
Chao Liu and
Irwin King and
Michael R. Lyu},
title = {Probabilistic factor models for web site recommendation},
booktitle = {{SIGIR}},
pages = {265--274},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/socialcom/YuenKL11,
author = {Man{-}Ching Yuen and
Irwin King and
Kwong{-}Sak Leung},
title = {A Survey of Crowdsourcing Systems},
booktitle = {SocialCom/PASSAT},
pages = {766--773},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/wsdm/MaZLLK11,
author = {Hao Ma and
Dengyong Zhou and
Chao Liu and
Michael R. Lyu and
Irwin King},
title = {Recommender systems with social regularization},
booktitle = {{WSDM}},
pages = {287--296},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/wsdm/XinLK11,
author = {Xin Xin and
Michael R. Lyu and
Irwin King},
title = {{CMAP:} effective fusion of quality and relevance for multi-criteria
recommendation},
booktitle = {{WSDM}},
pages = {455--464},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:journals/procedia/MoKL11,
author = {Mingzhen Mo and
Irwin King and
Kwong{-}Sak Leung},
title = {Empirical Comparisons of Attack and Protection Algorithms for Online
Social Networks},
booktitle = {ANT/MobiWIS},
series = {Procedia Computer Science},
volume = {5},
pages = {705--712},
publisher = {Elsevier},
year = {2011}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/XuJZLK10,
author = {Zenglin Xu and
Rong Jin and
Shenghuo Zhu and
Michael R. Lyu and
Irwin King},
title = {Smooth Optimization for Effective Multiple Kernel Learning},
booktitle = {{AAAI}},
pages = {637--642},
publisher = {{AAAI} Press},
year = {2010}
}
@inproceedings{DBLP:conf/aaai/MaLK10,
author = {Hao Ma and
Michael R. Lyu and
Irwin King},
title = {Diversifying Query Suggestion Results},
booktitle = {{AAAI}},
pages = {1399--1404},
publisher = {{AAAI} Press},
year = {2010}
}
@inproceedings{DBLP:conf/aaai/ZhouMLK10,
author = {Tom Chao Zhou and
Hao Ma and
Michael R. Lyu and
Irwin King},
title = {UserRec: {A} User Recommendation Framework in Social Tagging Systems},
booktitle = {{AAAI}},
pages = {1486--1491},
publisher = {{AAAI} Press},
year = {2010}
}
@inproceedings{DBLP:conf/cikm/LiK10,
author = {Baichuan Li and
Irwin King},
title = {Routing questions to appropriate answerers in community question answering
services},
booktitle = {{CIKM}},
pages = {1585--1588},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/cikm/YangKL10,
author = {Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Online learning for multi-task feature selection},
booktitle = {{CIKM}},
pages = {1693--1696},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/dasfaa/King10,
author = {Irwin King},
title = {Introduction to Social Computing},
booktitle = {{DASFAA} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {5982},
pages = {482--484},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/icml/XuJYKL10,
author = {Zenglin Xu and
Rong Jin and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Simple and Efficient Multiple Kernel Learning by Group Lasso},
booktitle = {{ICML}},
pages = {1175--1182},
publisher = {Omnipress},
year = {2010}
}
@inproceedings{DBLP:conf/icml/YangXKL10,
author = {Haiqin Yang and
Zenglin Xu and
Irwin King and
Michael R. Lyu},
title = {Online Learning for Group Lasso},
booktitle = {{ICML}},
pages = {1191--1198},
publisher = {Omnipress},
year = {2010}
}
@inproceedings{DBLP:conf/iconip/WangK10,
author = {Dingyan Wang and
Irwin King},
title = {An Enhanced Semi-supervised Recommendation Model Based on Green's
Function},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {6443},
pages = {397--404},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/iconip/MoK10,
author = {Mingzhen Mo and
Irwin King},
title = {Exploit of Online Social Networks with Community-Based Graph Semi-Supervised
Learning},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {6443},
pages = {669--678},
publisher = {Springer},
year = {2010}
}
@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 = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/ijcnn/YangKL10,
author = {Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Multi-task Learning for one-class classification},
booktitle = {{IJCNN}},
pages = {1--8},
publisher = {{IEEE}},
year = {2010}
}
@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 = {{ISSRE}},
pages = {398--407},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@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},
title = {Collection of user judgments on spoken dialog system with crowdsourcing},
booktitle = {{SLT}},
pages = {277--282},
publisher = {{IEEE}},
year = {2010}
}
@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},
title = {Predicting user evaluations of spoken dialog systems using semi-supervised
learning},
booktitle = {{SLT}},
pages = {283--288},
publisher = {{IEEE}},
year = {2010}
}
@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},
title = {Collaborative filtering model for user satisfaction prediction in
Spoken Dialog System evaluation},
booktitle = {{SLT}},
pages = {472--477},
publisher = {{IEEE}},
year = {2010}
}
@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},
title = {Using finite state machines for evaluating spoken dialog systems},
booktitle = {{SLT}},
pages = {478--483},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/www/KingLM10,
author = {Irwin King and
Michael R. Lyu and
Hao Ma},
title = {Introduction to social recommendation},
booktitle = {{WWW}},
pages = {1355--1356},
publisher = {{ACM}},
year = {2010}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/cikm/ZhouK09,
author = {Tom Chao Zhou and
Irwin King},
title = {Automobile, car and {BMW:} horizontal and hierarchical approach in
social tagging systems},
booktitle = {{CIKM-SWSM}},
pages = {25--32},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/cikm/MaYKL09,
author = {Hao Ma and
Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {Semi-nonnegative matrix factorization with global statistical consistency
for collaborative filtering},
booktitle = {{CIKM}},
pages = {767--776},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/cikm/XinKDL09,
author = {Xin Xin and
Irwin King and
Hongbo Deng and
Michael R. Lyu},
title = {A social recommendation framework based on multi-scale continuous
conditional random fields},
booktitle = {{CIKM}},
pages = {1247--1256},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/cikm/LinLK09,
author = {Zhenjiang Lin and
Michael R. Lyu and
Irwin King},
title = {MatchSim: a novel neighbor-based similarity measure with maximum neighborhood
matching},
booktitle = {{CIKM}},
pages = {1613--1616},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/cikm/DengKL09,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
title = {Enhancing expertise retrieval using community-aware strategies},
booktitle = {{CIKM}},
pages = {1733--1736},
publisher = {{ACM}},
year = {2009}
}
@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 = {{CSE} {(4)}},
pages = {194--199},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/cse/YuenCK09,
author = {Man{-}Ching Yuen and
Ling{-}Jyh Chen and
Irwin King},
title = {A Survey of Human Computation Systems},
booktitle = {{CSE} {(4)}},
pages = {723--728},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/cse/ChanKY09,
author = {Kam Tong Chan and
Irwin King and
Man{-}Ching Yuen},
title = {Mathematical Modeling of Social Games},
booktitle = {{CSE} {(4)}},
pages = {1205--1210},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/icml/XuJYLK09,
author = {Zenglin Xu and
Rong Jin and
Jieping Ye and
Michael R. Lyu and
Irwin King},
title = {Non-monotonic feature selection},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1145--1152},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/iconip/YangK09a,
author = {Haiqin Yang and
Irwin King},
title = {Ensemble Learning for Imbalanced E-commerce Transaction Anomaly Classification},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {5863},
pages = {866--874},
publisher = {Springer},
year = {2009}
}
@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 = {{ICWS}},
pages = {437--444},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/ijcai/XuJLK09,
author = {Zenglin Xu and
Rong Jin and
Michael R. Lyu and
Irwin King},
title = {Discriminative Semi-Supervised Feature Selection via Manifold Regularization},
booktitle = {{IJCAI}},
pages = {1303--1308},
year = {2009}
}
@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 = {{IJCNN}},
pages = {1272--1277},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@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 = {{IJCNN}},
pages = {1625--1632},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@inproceedings{DBLP:conf/kdd/DengLK09,
author = {Hongbo Deng and
Michael R. Lyu and
Irwin King},
title = {A generalized Co-HITS algorithm and its application to bipartite graphs},
booktitle = {{KDD}},
pages = {239--248},
publisher = {{ACM}},
year = {2009}
}
@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},
title = {First {ACM} {SIGMM} international workshop onsocial media (WSM'09)},
booktitle = {{ACM} Multimedia},
pages = {1161--1162},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/nips/XuJZKLY09,
author = {Zenglin Xu and
Rong Jin and
Jianke Zhu and
Irwin King and
Michael R. Lyu and
Zhirong Yang},
title = {Adaptive Regularization for Transductive Support Vector Machine},
booktitle = {{NIPS}},
pages = {2125--2133},
publisher = {Curran Associates, Inc.},
year = {2009}
}
@inproceedings{DBLP:conf/nips/YangKXO09,
author = {Zhirong Yang and
Irwin King and
Zenglin Xu and
Erkki Oja},
title = {Heavy-Tailed Symmetric Stochastic Neighbor Embedding},
booktitle = {{NIPS}},
pages = {2169--2177},
publisher = {Curran Associates, Inc.},
year = {2009}
}
@inproceedings{DBLP:conf/pakdd/ChanK09,
author = {Kam Tong Chan and
Irwin King},
title = {Let's Tango - Finding the Right Couple for Feature-Opinion Association
in Sentiment Analysis},
booktitle = {{PAKDD}},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {741--748},
publisher = {Springer},
year = {2009}
}
@inproceedings{DBLP:conf/recsys/MaLK09,
author = {Hao Ma and
Michael R. Lyu and
Irwin King},
title = {Learning to recommend with trust and distrust relationships},
booktitle = {RecSys},
pages = {189--196},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/sigir/MaKL09,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
title = {Learning to recommend with social trust ensemble},
booktitle = {{SIGIR}},
pages = {203--210},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/sigir/DengKL09,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
title = {Entropy-biased models for query representation on the click graph},
booktitle = {{SIGIR}},
pages = {339--346},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/wsdm/DengLK09,
author = {Hongbo Deng and
Michael R. Lyu and
Irwin King},
title = {Effective latent space graph-based re-ranking model with global consistency},
booktitle = {{WSDM}},
pages = {212--221},
publisher = {{ACM}},
year = {2009}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/cikm/MaYLK08,
author = {Hao Ma and
Haixuan Yang and
Michael R. Lyu and
Irwin King},
title = {Mining social networks using heat diffusion processes for marketing
candidates selection},
booktitle = {{CIKM}},
pages = {233--242},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/cikm/MaYKL08,
author = {Hao Ma and
Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {Learning latent semantic relations from clickthrough data for query
suggestion},
booktitle = {{CIKM}},
pages = {709--718},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/cikm/MaYLK08a,
author = {Hao Ma and
Haixuan Yang and
Michael R. Lyu and
Irwin King},
title = {SoRec: social recommendation using probabilistic matrix factorization},
booktitle = {{CIKM}},
pages = {931--940},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/cikm/XuJHLK08,
author = {Zenglin Xu and
Rong Jin and
Kaizhu Huang and
Michael R. Lyu and
Irwin King},
title = {Semi-supervised text categorization by active search},
booktitle = {{CIKM}},
pages = {1517--1518},
publisher = {{ACM}},
year = {2008}
}
@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 = {{ICDM}},
pages = {163--172},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@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 = {{ICDM}},
pages = {273--282},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/icdm/HuangKL08,
author = {Kaizhu Huang and
Irwin King and
Michael R. Lyu},
title = {Direct Zero-Norm Optimization for Feature Selection},
booktitle = {{ICDM}},
pages = {845--850},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/iconip/YangK09,
author = {Haiqin Yang and
Irwin King},
title = {Sprinkled Latent Semantic Indexing for Text Classification with Background
Knowledge},
booktitle = {{ICONIP} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {5507},
pages = {53--60},
publisher = {Springer},
year = {2008}
}
@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 = {{IJCNN}},
pages = {4014--4019},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/nips/XuJKL08,
author = {Zenglin Xu and
Rong Jin and
Irwin King and
Michael R. Lyu},
title = {An Extended Level Method for Efficient Multiple Kernel Learning},
booktitle = {{NIPS}},
pages = {1825--1832},
publisher = {Curran Associates, Inc.},
year = {2008}
}
@inproceedings{DBLP:conf/nips/YangKL08,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {Learning with Consistency between Inductive Functions and Kernels},
booktitle = {{NIPS}},
pages = {1849--1856},
publisher = {Curran Associates, Inc.},
year = {2008}
}
@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 = {Web Intelligence},
pages = {180--183},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@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 = {Web Intelligence},
pages = {184--187},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@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 = {Web Intelligence},
pages = {204--207},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/ACMace/LeungAKY07,
author = {Daniel Chun{-}Ming Leung and
Pak{-}Shing Au and
Irwin King and
Edward Hon{-}Hei Yau},
title = {Remote augmented reality for multiple players over network},
booktitle = {Advances in Computer Entertainment Technology},
series = {{ACM} International Conference Proceeding Series},
volume = {203},
pages = {220--223},
publisher = {{ACM}},
year = {2007}
}
@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 = {{ICDAR}},
pages = {804--808},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/iconip/XuHZKL07,
author = {Zenglin Xu and
Kaizhu Huang and
Jianke Zhu and
Irwin King and
Michael R. Lyu},
title = {Kernel Maximum a Posteriori Classification with Error Bound Analysis},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {4984},
pages = {841--850},
publisher = {Springer},
year = {2007}
}
@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 = {{IJCNN}},
pages = {418--423},
publisher = {{IEEE}},
year = {2007}
}
@inproceedings{DBLP:conf/ijcnn/PengK07,
author = {Xiang Peng and
Irwin King},
title = {Large Scale Imbalanced Classification with Biased Minimax Probability
Machine},
booktitle = {{IJCNN}},
pages = {1685--1690},
publisher = {{IEEE}},
year = {2007}
}
@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 = {{IJCNN}},
pages = {3005--3010},
publisher = {{IEEE}},
year = {2007}
}
@inproceedings{DBLP:conf/nips/XuJZKL07,
author = {Zenglin Xu and
Rong Jin and
Jianke Zhu and
Irwin King and
Michael R. Lyu},
title = {Efficient Convex Relaxation for Transductive Support Vector Machine},
booktitle = {{NIPS}},
pages = {1641--1648},
publisher = {Curran Associates, Inc.},
year = {2007}
}
@inproceedings{DBLP:conf/sigir/MaKL07,
author = {Hao Ma and
Irwin King and
Michael R. Lyu},
title = {Effective missing data prediction for collaborative filtering},
booktitle = {{SIGIR}},
pages = {39--46},
publisher = {{ACM}},
year = {2007}
}
@inproceedings{DBLP:conf/sigir/YangKL07,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {DiffusionRank: a possible penicillin for web spamming},
booktitle = {{SIGIR}},
pages = {431--438},
publisher = {{ACM}},
year = {2007}
}
@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 = {Web Intelligence},
pages = {263--266},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@inproceedings{DBLP:conf/www/PengK07,
author = {Xiang Peng and
Irwin King},
title = {Efficient training on biased minimax probability machine for imbalanced
text classification},
booktitle = {{WWW}},
pages = {1153--1154},
publisher = {{ACM}},
year = {2007}
}
@inproceedings{DBLP:conf/www/XuKL07,
author = {Zenglin Xu and
Irwin King and
Michael R. Lyu},
title = {Web page classification with heterogeneous data fusion},
booktitle = {{WWW}},
pages = {1171--1172},
publisher = {{ACM}},
year = {2007}
}
@inproceedings{DBLP:conf/www/WeiLK07,
author = {Wei Wei and
Jimmy Ho{-}Man Lee and
Irwin King},
title = {Measuring credibility of users in an e-learning environment},
booktitle = {{WWW}},
pages = {1279--1280},
publisher = {{ACM}},
year = {2007}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/iconip/PengK06,
author = {Xiang Peng and
Irwin King},
title = {Imbalanced Learning in Relevance Feedback with Biased Minimax Probability
Machine for Image Retrieval Tasks},
booktitle = {{ICONIP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {4232},
pages = {342--351},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/ideal/PengK06,
author = {Xiang Peng and
Irwin King},
title = {Biased Minimax Probability Machine Active Learning for Relevance Feedback
in Content-Based Image Retrieval},
booktitle = {{IDEAL}},
series = {Lecture Notes in Computer Science},
volume = {4224},
pages = {953--960},
publisher = {Springer},
year = {2006}
}
@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 = {{IJCNN}},
pages = {1622--1627},
publisher = {{IEEE}},
year = {2006}
}
@inproceedings{DBLP:conf/ijcnn/YangKL06,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {Predictive Random Graph Ranking on the Web},
booktitle = {{IJCNN}},
pages = {1825--1832},
publisher = {{IEEE}},
year = {2006}
}
@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 = {Web Intelligence},
pages = {687--693},
publisher = {{IEEE} Computer Society},
year = {2006}
}
@inproceedings{DBLP:conf/www/KanPK06,
author = {Lo Ka Kan and
Xiang Peng and
Irwin King},
title = {A user profile-based approach for personal information access: shaping
your information portfolio},
booktitle = {{WWW}},
pages = {921--922},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{DBLP:conf/www/LauK06,
author = {Tak Pang Lau and
Irwin King},
title = {Bilingual web page and site readability assessment},
booktitle = {{WWW}},
pages = {993--994},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{DBLP:conf/www/LinLK06,
author = {Zhenjiang Lin and
Michael R. Lyu and
Irwin King},
title = {PageSim: a novel link-based measure of web page aimilarity},
booktitle = {{WWW}},
pages = {1019--1020},
publisher = {{ACM}},
year = {2006}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/acl-sighan/LauK05,
author = {Tak Pang Lau and
Irwin King},
title = {Two-Phase {LMR-RC} Tagging for Chinese Word Segmentation},
booktitle = {SIGHAN@IJCNLP 2005},
publisher = {{ACL}},
year = {2005}
}
@inproceedings{DBLP:conf/mmm/LuLK05,
author = {Shi Lu and
Michael R. Lyu and
Irwin King},
title = {Semantic Video Summarization Using Mutual Reinforcement Principle
and Shot Arrangement Patterns},
booktitle = {{MMM}},
pages = {60--67},
publisher = {{IEEE} Computer Society},
year = {2005}
}
@inproceedings{DBLP:conf/www/WongLK05,
author = {Wan Yeung Wong and
Tak Pang Lau and
Irwin King},
title = {Information retrieval in {P2P} networks using genetic algorithm},
booktitle = {{WWW} (Special interest tracks and posters)},
pages = {922--923},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/www/YangKL05,
author = {Haixuan Yang and
Irwin King and
Michael R. Lyu},
title = {Predictive ranking: a novel page ranking approach by estimating the
web structure},
booktitle = {{WWW} (Special interest tracks and posters)},
pages = {944--945},
publisher = {{ACM}},
year = {2005}
}
@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}
}
@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}
}
@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}
}
@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 = {{CVPR} {(2)}},
pages = {558--563},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@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 = {{ICME}},
pages = {1959--1962},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/icml/HuangYKL04,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu},
title = {Learning large margin classifiers locally and globally},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004}
}
@inproceedings{DBLP:conf/iconip/ChanK04,
author = {Chi{-}Hang Chan and
Irwin King},
title = {Using Biased Support Vector Machine to Improve Retrieval Result in
Image Retrieval with Self-organizing Map},
booktitle = {{ICONIP}},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {714--719},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/iconip/YangHCKL04,
author = {Haiqin Yang and
Kaizhu Huang and
Laiwan Chan and
Irwin King and
Michael R. Lyu},
title = {Outliers Treatment in Support Vector Regression for Financial Time
Series Prediction},
booktitle = {{ICONIP}},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {1260--1265},
publisher = {Springer},
year = {2004}
}
@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 = {{IJCNN}},
pages = {3189--3194},
publisher = {{IEEE}},
year = {2004}
}
@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 = {AI{\&}M},
year = {2004}
}
@inproceedings{DBLP:conf/iscas/LuLK04,
author = {Shi Lu and
Michael R. Lyu and
Irwin King},
title = {Video summarization by spatial-temporal graph optimization},
booktitle = {{ISCAS} {(2)}},
pages = {197--200},
publisher = {{IEEE}},
year = {2004}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/caip/JangTLK03,
author = {Kim{-}Fung Jang and
Ho{-}Man Tang and
Michael R. Lyu and
Irwin King},
title = {A Face Processing System Based on Committee Machine: The Approach
and Experimental Results},
booktitle = {{CAIP}},
series = {Lecture Notes in Computer Science},
volume = {2756},
pages = {614--622},
publisher = {Springer},
year = {2003}
}
@inproceedings{DBLP:conf/icann/HuangKL03,
author = {Kaizhu Huang and
Irwin King and
Michael R. Lyu},
title = {Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier},
booktitle = {{ICANN}},
series = {Lecture Notes in Computer Science},
volume = {2714},
pages = {115--122},
publisher = {Springer},
year = {2003}
}
@inproceedings{DBLP:conf/icassp/TangLK03,
author = {Ho{-}Man Tang and
Michael R. Lyu and
Irwin King},
title = {Face recognition committee machine},
booktitle = {{ICASSP} {(2)}},
pages = {837--840},
publisher = {{IEEE}},
year = {2003}
}
@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 = {{ICIAP}},
pages = {121--126},
publisher = {{IEEE} Computer Society},
year = {2003}
}
@inproceedings{DBLP:conf/icmcs/TangLK03,
author = {Ho{-}Man Tang and
Michael R. Lyu and
Irwin King},
title = {Face recognition committee machine},
booktitle = {{ICME}},
pages = {425--428},
publisher = {{IEEE} Computer Society},
year = {2003}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/ideal/YangCK02,
author = {Haiqin Yang and
Laiwan Chan and
Irwin King},
title = {Support Vector Machine Regression for Volatile Stock Market Prediction},
booktitle = {{IDEAL}},
series = {Lecture Notes in Computer Science},
volume = {2412},
pages = {391--396},
publisher = {Springer},
year = {2002}
}
@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}
}
@inproceedings{DBLP:conf/pakdd/ChengTFK01,
author = {Chun Hung Cheng and
Jian Tang and
Ada Wai{-}Chee Fu and
Irwin King},
title = {Hierarchical Classification of Documents with Error Control},
booktitle = {{PAKDD}},
series = {Lecture Notes in Computer Science},
volume = {2035},
pages = {433--443},
publisher = {Springer},
year = {2001}
}
@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}
}
@inproceedings{DBLP:conf/ijcnn/LiK00,
author = {Xuequn Li and
Irwin King},
title = {Regression Analysis for Rival Penalized Competitive Learning Binary
Tree},
booktitle = {{IJCNN} {(6)}},
pages = {290--295},
publisher = {{IEEE} Computer Society},
year = {2000}
}
@inproceedings{DBLP:conf/visual/JinKL00,
author = {Zhong Jin and
Irwin King and
Xuequn Li},
title = {Content-Based Image Retrieval by Relevance Feedback},
booktitle = {{VISUAL}},
series = {Lecture Notes in Computer Science},
volume = {1929},
pages = {521--529},
publisher = {Springer},
year = {2000}
}
@inproceedings{DBLP:conf/visual/KingJC00,
author = {Irwin King and
Zhong Jin and
David Yuk{-}Ming Chan},
title = {Chinese Cursive Script Character Image Retrieval Based on an Integrated
Probability Function},
booktitle = {{VISUAL}},
series = {Lecture Notes in Computer Science},
volume = {1929},
pages = {530--539},
publisher = {Springer},
year = {2000}
}
@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}
}
@inproceedings{DBLP:conf/ijcnn/LiK99,
author = {Xiaoqi Li and
Irwin King},
title = {Gaussian mixture distance for information retrieval},
booktitle = {{IJCNN}},
pages = {2544--2549},
publisher = {{IEEE}},
year = {1999}
}
@inproceedings{DBLP:conf/mldm/KingL99,
author = {Irwin King and
Tak{-}Kan Lau},
title = {Non-hierarchical Clustering with Rival Penalized Competitive Learning
for Information Retrieval},
booktitle = {{MLDM}},
series = {Lecture Notes in Computer Science},
volume = {1715},
pages = {116--130},
publisher = {Springer},
year = {1999}
}
@inproceedings{DBLP:conf/visual/ChanK99,
author = {David Yuk{-}Ming Chan and
Irwin King},
title = {Genetic Algorithm for Weights Assignment in Dissimilarity Function
for Trademark Retrieval},
booktitle = {{VISUAL}},
series = {Lecture Notes in Computer Science},
volume = {1614},
pages = {557--565},
publisher = {Springer},
year = {1999}
}
@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}
}
@inproceedings{DBLP:conf/accv/LauK98,
author = {Tak{-}Kan Lau and
Irwin King},
title = {Montage: An Image Database for the Fashion, Textile, and Clothing
Industry in Hong Kong},
booktitle = {{ACCV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {1351},
pages = {410--417},
publisher = {Springer},
year = {1998}
}
@inproceedings{DBLP:conf/accv/OrLWK98,
author = {Siu{-}Hang Or and
W. S. Luk and
Kin{-}hong Wong and
Irwin King},
title = {An Efficient Iterative Pose Estimation Algorithm},
booktitle = {{ACCV} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {1352},
pages = {559--566},
publisher = {Springer},
year = {1998}
}
@inproceedings{DBLP:conf/iconip/LiK98,
author = {Xuequn Li and
Irwin King},
title = {Noise Removal Based on Classification of Wavelet Coefficients Using
Counterpropagation Neural Networks},
booktitle = {{ICONIP}},
pages = {343--346},
publisher = {{IOA} Press},
year = {1998}
}
@inproceedings{DBLP:conf/icpr/DuanKC098,
author = {F. Y. Duan and
Irwin King and
Lai{-}Wan Chan and
Lei Xu},
title = {Intra-block algorithm for digital watermarking},
booktitle = {{ICPR}},
pages = {1589--1591},
publisher = {{IEEE} Computer Society},
year = {1998}
}
@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 = {{IW-MMDBMS}},
pages = {72--79},
publisher = {{IEEE} Computer Society},
year = {1998}
}
@inproceedings{DBLP:conf/minar/AdjerohKL98,
author = {Donald A. Adjeroh and
Irwin King and
Moon{-}Chuen Lee},
title = {Video Sequence Similarity Matching},
booktitle = {Multimedia Information Analysis and Retrieval},
series = {Lecture Notes in Computer Science},
volume = {1464},
pages = {80--95},
publisher = {Springer},
year = {1998}
}
@inproceedings{DBLP:conf/minar/DuanKCX98,
author = {F. Y. Duan and
Irwin King and
Lai{-}Wan Chan and
Lei Xu},
title = {Intra-Block Max-Min Algorithm for Embedding Robust Digital Watermark
into Images},
booktitle = {Multimedia Information Analysis and Retrieval},
series = {Lecture Notes in Computer Science},
volume = {1464},
pages = {255--264},
publisher = {Springer},
year = {1998}
}
@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 = {{SMC}},
pages = {3959--3964},
publisher = {{IEEE}},
year = {1998}
}
@incollection{DBLP:series/sseke/TungKFL98,
author = {Lun Hsing Tung and
Irwin King and
Ping Fu Fung and
Wing{-}Sze Lee},
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}
}
@inproceedings{DBLP:conf/iciap/TungK97,
author = {Lun Hsing Tung and
Irwin King},
title = {A Two-Stage Framework for Polygon Retrieval Using Minimum Circular
Error Bound},
booktitle = {{ICIAP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {1310},
pages = {567--574},
publisher = {Springer},
year = {1997}
}
@inproceedings{DBLP:conf/iconip/KingL97,
author = {Irwin King and
Tak{-}Kan Lau},
title = {Competitive Learning Clustering for Information Retrieval in Image
Databases},
booktitle = {{ICONIP} {(2)}},
pages = {906--909},
publisher = {Springer},
year = {1997}
}
@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 = {{ICNN}},
pages = {1400--1405},
publisher = {{IEEE}},
year = {1996}
}
@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 = {{ICNN}},
pages = {1716--1720},
publisher = {{IEEE}},
year = {1996}
}
@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 = {{ICPR}},
pages = {511--515},
publisher = {{IEEE} Computer Society},
year = {1996}
}
@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}
}
@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 = {{ICNN}},
pages = {3009--3014},
publisher = {{IEEE}},
year = {1995}
}
@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}
}
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