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BibTeX records: Xiao-Ming Wu 0003
@article{DBLP:journals/tois/ChenLFLSW25,
author = {Nuo Chen and
Jiqun Liu and
Hanpei Fang and
Yuankai Luo and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {Decoy Effect in Search Interaction: Understanding User Behavior and
Measuring System Vulnerability},
journal = {{ACM} Trans. Inf. Syst.},
volume = {43},
number = {2},
pages = {53:1--53:58},
year = {2025},
url = {https://doi.org/10.1145/3708884},
doi = {10.1145/3708884},
timestamp = {Wed, 11 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ChenLFLSW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/JiangLQJLWWTQC25,
author = {Jinan Jiang and
Zihao Li and
Haoran Qin and
Muhui Jiang and
Xiapu Luo and
Xiaoming Wu and
Haoyu Wang and
Yutian Tang and
Chenxiong Qian and
Ting Chen},
title = {Unearthing Gas-Wasting Code Smells in Smart Contracts With Large Language
Models},
journal = {{IEEE} Trans. Software Eng.},
volume = {51},
number = {4},
pages = {879--903},
year = {2025},
url = {https://doi.org/10.1109/TSE.2024.3491578},
doi = {10.1109/TSE.2024.3491578},
timestamp = {Tue, 13 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/JiangLQJLWWTQC25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FengWLFSXWYC025,
author = {Yujie Feng and
Xujia Wang and
Zexin Lu and
Shenghong Fu and
Guangyuan Shi and
Yongxin Xu and
Yasha Wang and
Philip S. Yu and
Xu Chu and
Xiao{-}Ming Wu},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Recurrent Knowledge Identification and Fusion for Language Model Continual
Learning},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {27396--27413},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.1328/},
timestamp = {Sun, 02 Nov 2025 21:27:24 +0100},
biburl = {https://dblp.org/rec/conf/acl/FengWLFSXWYC025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Luo0Z25,
author = {Yuankai Luo and
Xiao{-}Ming Wu and
Hao Zhu},
title = {Beyond Random Masking: When Dropout meets Graph Convolutional Networks},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=PwxYoMvmvy},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Luo0Z25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuoLL0W25,
author = {Yuankai Luo and
Hongkang Li and
Qijiong Liu and
Lei Shi and
Xiao{-}Ming Wu},
title = {Node Identifiers: Compact, Discrete Representations for Efficient
Graph Learning},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=t9lS1lX9FQ},
timestamp = {Wed, 28 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LuoLL0W25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuF025,
author = {Qijiong Liu and
Lu Fan and
Xiao{-}Ming Wu},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin{-}Eytan and
Zi Helen Huang and
Elad Yom{-}Tov},
title = {Legommenders: {A} Comprehensive Content-Based Recommendation Library
with {LLM} Support},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
pages = {753--756},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3701716.3715305},
doi = {10.1145/3701716.3715305},
timestamp = {Sun, 02 Nov 2025 21:27:17 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuF025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuLHFLLW025,
author = {Jiahao Wu and
Qijiong Liu and
Hengchang Hu and
Wenqi Fan and
Shengcai Liu and
Qing Li and
Xiao{-}Ming Wu and
Ke Tang},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin{-}Eytan and
Zi Helen Huang and
Elad Yom{-}Tov},
title = {Leveraging ChatGPT to Empower Training-free Dataset Condensation for
Content-based Recommendation},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
pages = {1402--1406},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3701716.3715555},
doi = {10.1145/3701716.3715555},
timestamp = {Wed, 11 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WuLHFLLW025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DaiXDZL0D25,
author = {Quanyu Dai and
Jiaren Xiao and
Zhaocheng Du and
Jieming Zhu and
Chengxiao Luo and
Xiao{-}Ming Wu and
Zhenhua Dong},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin{-}Eytan and
Zi Helen Huang and
Elad Yom{-}Tov},
title = {MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration
in Online Advertising},
booktitle = {Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025, Sydney,
NSW, Australia, 28 April 2025- 2 May 2025},
pages = {4408--4419},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3696410.3714802},
doi = {10.1145/3696410.3714802},
timestamp = {Sun, 02 Nov 2025 21:27:17 +0100},
biburl = {https://dblp.org/rec/conf/www/DaiXDZL0D25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-09493,
author = {Nuo Chen and
Quanyu Dai and
Xiaoyu Dong and
Xiao{-}Ming Wu and
Zhenhua Dong},
title = {Evaluating Conversational Recommender Systems with Large Language
Models: {A} User-Centric Evaluation Framework},
journal = {CoRR},
volume = {abs/2501.09493},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.09493},
doi = {10.48550/ARXIV.2501.09493},
eprinttype = {arXiv},
eprint = {2501.09493},
timestamp = {Tue, 25 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-09493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-09263,
author = {Yuankai Luo and
Lei Shi and
Xiao{-}Ming Wu},
title = {Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple
Architectures Meet Excellence},
journal = {CoRR},
volume = {abs/2502.09263},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.09263},
doi = {10.48550/ARXIV.2502.09263},
eprinttype = {arXiv},
eprint = {2502.09263},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-09263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-17510,
author = {Yujie Feng and
Xujia Wang and
Zexin Lu and
Shenghong Fu and
Guangyuan Shi and
Yongxin Xu and
Yasha Wang and
Philip S. Yu and
Xu Chu and
Xiao{-}Ming Wu},
title = {Recurrent Knowledge Identification and Fusion for Language Model Continual
Learning},
journal = {CoRR},
volume = {abs/2502.17510},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.17510},
doi = {10.48550/ARXIV.2502.17510},
eprinttype = {arXiv},
eprint = {2502.17510},
timestamp = {Fri, 21 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-17510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-19953,
author = {Yujie Feng and
Liming Zhan and
Zexin Lu and
Yongxin Xu and
Xu Chu and
Yasha Wang and
Jiannong Cao and
Philip S. Yu and
Xiao{-}Ming Wu},
title = {GeoEdit: Geometric Knowledge Editing for Large Language Models},
journal = {CoRR},
volume = {abs/2502.19953},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.19953},
doi = {10.48550/ARXIV.2502.19953},
eprinttype = {arXiv},
eprint = {2502.19953},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-19953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-00334,
author = {Quanyu Dai and
Jiaren Xiao and
Zhaocheng Du and
Jieming Zhu and
Chengxiao Luo and
Xiao{-}Ming Wu and
Zhenhua Dong},
title = {MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration
in Online Advertising},
journal = {CoRR},
volume = {abs/2503.00334},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.00334},
doi = {10.48550/ARXIV.2503.00334},
eprinttype = {arXiv},
eprint = {2503.00334},
timestamp = {Tue, 08 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-00334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-01098,
author = {Zaoyu Chen and
Haoran Qin and
Nuo Chen and
Xiangyu Zhao and
Lei Xue and
Xiapu Luo and
Xiao{-}Ming Wu},
title = {SolBench: {A} Dataset and Benchmark for Evaluating Functional Correctness
in Solidity Code Completion and Repair},
journal = {CoRR},
volume = {abs/2503.01098},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.01098},
doi = {10.48550/ARXIV.2503.01098},
eprinttype = {arXiv},
eprint = {2503.01098},
timestamp = {Wed, 09 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-01098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-05493,
author = {Qijiong Liu and
Jieming Zhu and
Lu Fan and
Kun Wang and
Hengchang Hu and
Wei Guo and
Yong Liu and
Xiao{-}Ming Wu},
title = {Benchmarking LLMs in Recommendation Tasks: {A} Comparative Evaluation
with Conventional Recommenders},
journal = {CoRR},
volume = {abs/2503.05493},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.05493},
doi = {10.48550/ARXIV.2503.05493},
eprinttype = {arXiv},
eprint = {2503.05493},
timestamp = {Sun, 14 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-05493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-23740,
author = {Lu Fan and
Jiashu Pu and
Rongsheng Zhang and
Xiao{-}Ming Wu},
title = {{LANID:} LLM-assisted New Intent Discovery},
journal = {CoRR},
volume = {abs/2503.23740},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.23740},
doi = {10.48550/ARXIV.2503.23740},
eprinttype = {arXiv},
eprint = {2503.23740},
timestamp = {Mon, 21 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-23740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-08359,
author = {Li{-}Ming Zhan and
Bo Liu and
Zexin Lu and
Chengqiang Xie and
Jiannong Cao and
Xiao{-}Ming Wu},
title = {{DEAL:} Disentangling Transformer Head Activations for {LLM} Steering},
journal = {CoRR},
volume = {abs/2506.08359},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.08359},
doi = {10.48550/ARXIV.2506.08359},
eprinttype = {arXiv},
eprint = {2506.08359},
timestamp = {Tue, 08 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-08359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0018PLD0W24,
author = {Cong Wang and
Jinshan Pan and
Wanyu Lin and
Jiangxin Dong and
Wei Wang and
Xiao{-}Ming Wu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {5327--5335},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i6.28340},
doi = {10.1609/AAAI.V38I6.28340},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/0018PLD0W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0018P0FLWWL24,
author = {Cong Wang and
Jinshan Pan and
Wei Wang and
Gang Fu and
Siyuan Liang and
Mengzhu Wang and
Xiao{-}Ming Wu and
Jun Liu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Correlation Matching Transformation Transformers for {UHD} Image Restoration},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {5336--5344},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i6.28341},
doi = {10.1609/AAAI.V38I6.28341},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/0018P0FLWWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FengCXS0024,
author = {Yujie Feng and
Xu Chu and
Yongxin Xu and
Guangyuan Shi and
Bo Liu and
Xiao{-}Ming Wu},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {TaSL: Continual Dialog State Tracking via Task Skill Localization
and Consolidation},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {1266--1279},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.69},
doi = {10.18653/V1/2024.ACL-LONG.69},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/FengCXS0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Zhao0LS024,
author = {Xiangyu Zhao and
Bo Liu and
Qijiong Liu and
Guangyuan Shi and
Xiao{-}Ming Wu},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {1351--1370},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.74},
doi = {10.18653/V1/2024.ACL-LONG.74},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/Zhao0LS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Feng0DLZ0L24,
author = {Yujie Feng and
Bo Liu and
Xiaoyu Dong and
Zexin Lu and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Continual Dialogue State Tracking via Reason-of-Select Distillation},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {7075--7087},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.422},
doi = {10.18653/V1/2024.FINDINGS-ACL.422},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Feng0DLZ0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuZLFX024,
author = {Bo Liu and
Li{-}Ming Zhan and
Zexin Lu and
Yujie Feng and
Lei Xue and
Xiao{-}Ming Wu},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {How Good Are LLMs at Out-of-Distribution Detection?},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {8211--8222},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.720},
timestamp = {Thu, 10 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiuZLFX024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/FanPZ024,
author = {Lu Fan and
Jiashu Pu and
Rongsheng Zhang and
Xiao{-}Ming Wu},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {{LANID:} LLM-assisted New Intent Discovery},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {10110--10116},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.883},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/FanPZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoZZ024,
author = {Xiangyu Zhao and
Yuehan Zhang and
Wenlong Zhang and
Xiao{-}Ming Wu},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {UniFashion: {A} Unified Vision-Language Model for Multimodal Fashion
Retrieval and Generation},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {1490--1507},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.emnlp-main.89},
doi = {10.18653/V1/2024.EMNLP-MAIN.89},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoZZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DongFLS024,
author = {Xiaoyu Dong and
Yujie Feng and
Zexin Lu and
Guangyuan Shi and
Xiao{-}Ming Wu},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting
and Instruction-following Contrastive Decoding},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {8527--8540},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.emnlp-main.485},
doi = {10.18653/V1/2024.EMNLP-MAIN.485},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DongFLS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangLCZ00D24,
author = {Wenlong Zhang and
Xiaohui Li and
Xiangyu Chen and
Xiaoyun Zhang and
Yu Qiao and
Xiao{-}Ming Wu and
Chao Dong},
title = {{SEAL:} {A} Framework for Systematic Evaluation of Real-World Super-Resolution},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=CGlczSBBSj},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangLCZ00D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuZYDD0ZZD24,
author = {Qijiong Liu and
Jieming Zhu and
Yanting Yang and
Quanyu Dai and
Zhaocheng Du and
Xiao{-}Ming Wu and
Zhou Zhao and
Rui Zhang and
Zhenhua Dong},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Multimodal Pretraining, Adaptation, and Generation for Recommendation:
{A} Survey},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6566--6576},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671473},
doi = {10.1145/3637528.3671473},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuZYDD0ZZD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Luo0024,
author = {Yuankai Luo and
Lei Shi and
Xiao{-}Ming Wu},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/b10ed15ff1aa864f1be3a75f1ffc021b-Abstract-Datasets\_and\_Benchmarks\_Track.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Luo0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuoL0024,
author = {Yuankai Luo and
Hongkang Li and
Lei Shi and
Xiao{-}Ming Wu},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Enhancing Graph Transformers with Hierarchical Distance Structural
Encoding},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/68a3919db3858f548dea769f2dbba611-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuoL0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir-ap/0004LDLS024,
author = {Nuo Chen and
Jiqun Liu and
Xiaoyu Dong and
Qijiong Liu and
Tetsuya Sakai and
Xiao{-}Ming Wu},
editor = {Tetsuya Sakai and
Emi Ishita and
Hiroaki Ohshima and
Faegheh Hasibi and
Jiaxin Mao and
Joemon M. Jose},
title = {{AI} Can Be Cognitively Biased: An Exploratory Study on Threshold
Priming in LLM-Based Batch Relevance Assessment},
booktitle = {Proceedings of the 2024 Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval in the Asia Pacific
Region, {SIGIR-AP} 2024, Tokyo, Japan, December 9-12, 2024},
pages = {54--63},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3673791.3698420},
doi = {10.1145/3673791.3698420},
timestamp = {Sun, 22 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir-ap/0004LDLS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiuCS024,
author = {Qijiong Liu and
Nuo Chen and
Tetsuya Sakai and
Xiao{-}Ming Wu},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {{ONCE:} Boosting Content-based Recommendation with Both Open- and
Closed-source Large Language Models},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {452--461},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635845},
doi = {10.1145/3616855.3635845},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/LiuCS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuH0ZK024,
author = {Qijiong Liu and
Hengchang Hu and
Jiahao Wu and
Jieming Zhu and
Min{-}Yen Kan and
Xiao{-}Ming Wu},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {Discrete Semantic Tokenization for Deep {CTR} Prediction},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {919--922},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3651558},
doi = {10.1145/3589335.3651558},
timestamp = {Sun, 19 Jan 2025 13:10:18 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuH0ZK024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuZD024,
author = {Qijiong Liu and
Jieming Zhu and
Quanyu Dai and
Xiao{-}Ming Wu},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {Benchmarking News Recommendation in the Era of Green {AI}},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {971--974},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3651472},
doi = {10.1145/3589335.3651472},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuZD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuXFZ024,
author = {Qijiong Liu and
Jiaren Xiao and
Lu Fan and
Jieming Zhu and
Xiao{-}Ming Wu},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Learning Category Trees for ID-Based Recommendation: Exploring the
Power of Differentiable Vector Quantization},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3521--3532},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645484},
doi = {10.1145/3589334.3645484},
timestamp = {Sun, 19 Jan 2025 13:10:07 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuXFZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04736,
author = {Qijiong Liu and
Jieming Zhu and
Quanyu Dai and
Xiao{-}Ming Wu},
title = {Benchmarking News Recommendation in the Era of Green {AI}},
journal = {CoRR},
volume = {abs/2403.04736},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04736},
doi = {10.48550/ARXIV.2403.04736},
eprinttype = {arXiv},
eprint = {2403.04736},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08206,
author = {Qijiong Liu and
Hengchang Hu and
Jiahao Wu and
Jieming Zhu and
Min{-}Yen Kan and
Xiao{-}Ming Wu},
title = {Discrete Semantic Tokenization for Deep {CTR} Prediction},
journal = {CoRR},
volume = {abs/2403.08206},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08206},
doi = {10.48550/ARXIV.2403.08206},
eprinttype = {arXiv},
eprint = {2403.08206},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18462,
author = {Nuo Chen and
Jiqun Liu and
Hanpei Fang and
Yuankai Luo and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {Decoy Effect In Search Interaction: Understanding User Behavior and
Measuring System Vulnerability},
journal = {CoRR},
volume = {abs/2403.18462},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18462},
doi = {10.48550/ARXIV.2403.18462},
eprinttype = {arXiv},
eprint = {2403.18462},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00621,
author = {Qijiong Liu and
Jieming Zhu and
Yanting Yang and
Quanyu Dai and
Zhaocheng Du and
Xiao{-}Ming Wu and
Zhou Zhao and
Rui Zhang and
Zhenhua Dong},
title = {Multimodal Pretraining, Adaptation, and Generation for Recommendation:
{A} Survey},
journal = {CoRR},
volume = {abs/2404.00621},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00621},
doi = {10.48550/ARXIV.2404.00621},
eprinttype = {arXiv},
eprint = {2404.00621},
timestamp = {Wed, 19 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-03110,
author = {Qijiong Liu and
Xiaoyu Dong and
Jiaren Xiao and
Nuo Chen and
Hengchang Hu and
Jieming Zhu and
Chenxu Zhu and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {Vector Quantization for Recommender Systems: {A} Review and Outlook},
journal = {CoRR},
volume = {abs/2405.03110},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.03110},
doi = {10.48550/ARXIV.2405.03110},
eprinttype = {arXiv},
eprint = {2405.03110},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-03110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16435,
author = {Yuankai Luo and
Qijiong Liu and
Lei Shi and
Xiao{-}Ming Wu},
title = {Structure-aware Semantic Node Identifiers for Learning on Graphs},
journal = {CoRR},
volume = {abs/2405.16435},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16435},
doi = {10.48550/ARXIV.2405.16435},
eprinttype = {arXiv},
eprint = {2405.16435},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00629,
author = {Cong Wang and
Jinshan Pan and
Wei Wang and
Gang Fu and
Siyuan Liang and
Mengzhu Wang and
Xiao{-}Ming Wu and
Jun Liu},
title = {Correlation Matching Transformation Transformers for {UHD} Image Restoration},
journal = {CoRR},
volume = {abs/2406.00629},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00629},
doi = {10.48550/ARXIV.2406.00629},
eprinttype = {arXiv},
eprint = {2406.00629},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08993,
author = {Yuankai Luo and
Lei Shi and
Xiao{-}Ming Wu},
title = {Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification},
journal = {CoRR},
volume = {abs/2406.08993},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08993},
doi = {10.48550/ARXIV.2406.08993},
eprinttype = {arXiv},
eprint = {2406.08993},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-05200,
author = {Yujie Feng and
Xu Chu and
Yongxin Xu and
Zexin Lu and
Bo Liu and
Philip S. Yu and
Xiao{-}Ming Wu},
title = {TaSL: Task Skill Localization and Consolidation for Language Model
Continual Learning},
journal = {CoRR},
volume = {abs/2408.05200},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.05200},
doi = {10.48550/ARXIV.2408.05200},
eprinttype = {arXiv},
eprint = {2408.05200},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-05200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-09846,
author = {Yujie Feng and
Bo Liu and
Xiaoyu Dong and
Zexin Lu and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
title = {Continual Dialogue State Tracking via Reason-of-Select Distillation},
journal = {CoRR},
volume = {abs/2408.09846},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.09846},
doi = {10.48550/ARXIV.2408.09846},
eprinttype = {arXiv},
eprint = {2408.09846},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-09846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-09857,
author = {Yujie Feng and
Xu Chu and
Yongxin Xu and
Guangyuan Shi and
Bo Liu and
Xiao{-}Ming Wu},
title = {TaSL: Continual Dialog State Tracking via Task Skill Localization
and Consolidation},
journal = {CoRR},
volume = {abs/2408.09857},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.09857},
doi = {10.48550/ARXIV.2408.09857},
eprinttype = {arXiv},
eprint = {2408.09857},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-09857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-11305,
author = {Xiangyu Zhao and
Yuehan Zhang and
Wenlong Zhang and
Xiao{-}Ming Wu},
title = {UniFashion: {A} Unified Vision-Language Model for Multimodal Fashion
Retrieval and Generation},
journal = {CoRR},
volume = {abs/2408.11305},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.11305},
doi = {10.48550/ARXIV.2408.11305},
eprinttype = {arXiv},
eprint = {2408.11305},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-11305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-07276,
author = {Qijiong Liu and
Jieming Zhu and
Lu Fan and
Zhou Zhao and
Xiao{-}Ming Wu},
title = {{STORE:} Streamlining Semantic Tokenization and Generative Recommendation
with {A} Single {LLM}},
journal = {CoRR},
volume = {abs/2409.07276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.07276},
doi = {10.48550/ARXIV.2409.07276},
eprinttype = {arXiv},
eprint = {2409.07276},
timestamp = {Wed, 19 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-07276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-11114,
author = {Bo Liu and
Liming Zhan and
Yujie Feng and
Zexin Lu and
Chengqiang Xie and
Lei Xue and
Albert Y. S. Lam and
Xiao{-}Ming Wu},
title = {Diversity-grounded Channel Prototypical Learning for Out-of-Distribution
Intent Detection},
journal = {CoRR},
volume = {abs/2409.11114},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.11114},
doi = {10.48550/ARXIV.2409.11114},
eprinttype = {arXiv},
eprint = {2409.11114},
timestamp = {Thu, 10 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-11114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-16022,
author = {Nuo Chen and
Jiqun Liu and
Xiaoyu Dong and
Qijiong Liu and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {{AI} Can Be Cognitively Biased: An Exploratory Study on Threshold
Priming in LLM-Based Batch Relevance Assessment},
journal = {CoRR},
volume = {abs/2409.16022},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.16022},
doi = {10.48550/ARXIV.2409.16022},
eprinttype = {arXiv},
eprint = {2409.16022},
timestamp = {Wed, 16 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-16022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-17875,
author = {Guangyuan Shi and
Zexin Lu and
Xiaoyu Dong and
Wenlong Zhang and
Xuanyu Zhang and
Yujie Feng and
Xiao{-}Ming Wu},
title = {Understanding Layer Significance in {LLM} Alignment},
journal = {CoRR},
volume = {abs/2410.17875},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.17875},
doi = {10.48550/ARXIV.2410.17875},
eprinttype = {arXiv},
eprint = {2410.17875},
timestamp = {Wed, 27 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-17875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-16778,
author = {Bo Liu and
Ke Zou and
Liming Zhan and
Zexin Lu and
Xiaoyu Dong and
Yidi Chen and
Chengqiang Xie and
Jiannong Cao and
Xiao{-}Ming Wu and
Huazhu Fu},
title = {GEMeX: {A} Large-Scale, Groundable, and Explainable Medical {VQA}
Benchmark for Chest X-ray Diagnosis},
journal = {CoRR},
volume = {abs/2411.16778},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.16778},
doi = {10.48550/ARXIV.2411.16778},
eprinttype = {arXiv},
eprint = {2411.16778},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-16778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-15973,
author = {Qijiong Liu and
Lu Fan and
Xiao{-}Ming Wu},
title = {Legommenders: {A} Comprehensive Content-Based Recommendation Library
with {LLM} Support},
journal = {CoRR},
volume = {abs/2412.15973},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.15973},
doi = {10.48550/ARXIV.2412.15973},
eprinttype = {arXiv},
eprint = {2412.15973},
timestamp = {Wed, 28 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-15973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DaiWXSW23,
author = {Quanyu Dai and
Xiao{-}Ming Wu and
Jiaren Xiao and
Xiao Shen and
Dan Wang},
title = {Graph Transfer Learning via Adversarial Domain Adaptation With Graph
Convolution},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {4908--4922},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3144250},
doi = {10.1109/TKDE.2022.3144250},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DaiWXSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangLLWZ23,
author = {Xiaotong Zhang and
Han Liu and
Qimai Li and
Xiao{-}Ming Wu and
Xianchao Zhang},
title = {Adaptive Graph Convolution Methods for Attributed Graph Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {12384--12399},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3278721},
doi = {10.1109/TKDE.2023.3278721},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangLLWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LiuZXW23,
author = {Bo Liu and
Li{-}Ming Zhan and
Li Xu and
Xiao{-}Ming Wu},
title = {Medical Visual Question Answering via Conditional Reasoning and Contrastive
Learning},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {5},
pages = {1532--1545},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3232411},
doi = {10.1109/TMI.2022.3232411},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LiuZXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0008Z0ZMWC0Z23,
author = {Han Liu and
Feng Zhang and
Xiaotong Zhang and
Siyang Zhao and
Fenglong Ma and
Xiao{-}Ming Wu and
Hongyang Chen and
Hong Yu and
Xianchao Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Boosting Few-Shot Text Classification via Distribution Estimation},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13219--13227},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26552},
doi = {10.1609/AAAI.V37I11.26552},
timestamp = {Mon, 06 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0008Z0ZMWC0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuLCHWD23,
author = {Tiandeng Wu and
Qijiong Liu and
Yi Cao and
Yao Huang and
Xiao{-}Ming Wu and
Jiandong Ding},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Continual Graph Convolutional Network for Text Classification},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13754--13762},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26611},
doi = {10.1609/AAAI.V37I11.26611},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuLCHWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangLZ0L23,
author = {Haode Zhang and
Haowen Liang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning
vs. Continual Pre-training},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {11105--11121},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.706},
doi = {10.18653/V1/2023.FINDINGS-ACL.706},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangLZ0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/XuLKF023,
author = {Li Xu and
Bo Liu and
Ameer Hamza Khan and
Lu Fan and
Xiao{-}Ming Wu},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Modeling Multivariate Biosignals With Graph Neural Networks and Structured
State Space Models},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {117--132},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/xu23a.html},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/XuLKF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FengLLZW23,
author = {Yujie Feng and
Zexin Lu and
Bo Liu and
Liming Zhan and
Xiao{-}Ming Wu},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Towards LLM-driven Dialogue State Tracking},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {739--755},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.48},
doi = {10.18653/V1/2023.EMNLP-MAIN.48},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/FengLLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evia/0004LS023,
author = {Nuo Chen and
Jiqun Liu and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {Decoy Effect in Search Interaction: {A} Pilot Study},
booktitle = {Proceedings of the Tenth International Workshop on Evaluating Information
Access, {EVIA} 2023, a Satellite Workshop of the {NTCIR-17} Conference,
Tokyo, Japan, December 12, 2023},
publisher = {National Institute of Informatics {(NII)}},
year = {2023},
url = {https://doi.org/10.20736/0002001351},
doi = {10.20736/0002001351},
timestamp = {Wed, 30 Jul 2025 22:36:29 +0200},
biburl = {https://dblp.org/rec/conf/evia/0004LS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiLZC023,
author = {Guangyuan Shi and
Qimai Li and
Wenlong Zhang and
Jiaxin Chen and
Xiao{-}Ming Wu},
title = {Recon: Reducing Conflicting Gradients From the Root For Multi-Task
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=ivwZO-HnzG\_},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiLZC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangLSCQZ0D23,
author = {Wenlong Zhang and
Xiaohui Li and
Guangyuan Shi and
Xiangyu Chen and
Yu Qiao and
Xiaoyun Zhang and
Xiao{-}Ming Wu and
Chao Dong},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Real-World Image Super-Resolution as Multi-Task Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/42806406dd99e30c3796bc98b2670fa2-Abstract-Conference.html},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangLSCQZ0D23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/FanPZ023,
author = {Lu Fan and
Jiashu Pu and
Rongsheng Zhang and
Xiao{-}Ming Wu},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Neighborhood-based Hard Negative Mining for Sequential Recommendation},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2042--2046},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591995},
doi = {10.1145/3539618.3591995},
timestamp = {Sun, 19 Jan 2025 13:11:12 +0100},
biburl = {https://dblp.org/rec/conf/sigir/FanPZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuZWWD023,
author = {Qijiong Liu and
Jieming Zhu and
Jiahao Wu and
Tiandeng Wu and
Zhenhua Dong and
Xiao{-}Ming Wu},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {{FANS:} Fast Non-Autoregressive Sequence Generation for Item List
Continuation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3309--3318},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583430},
doi = {10.1145/3543507.3583430},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuZWWD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00371,
author = {Yulin Zhu and
Xing Ai and
Qimai Li and
Xiao{-}Ming Wu and
Kai Zhou},
title = {Simple yet Effective Gradient-Free Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/2302.00371},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00371},
doi = {10.48550/ARXIV.2302.00371},
eprinttype = {arXiv},
eprint = {2302.00371},
timestamp = {Thu, 30 Oct 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11289,
author = {Guangyuan Shi and
Qimai Li and
Wenlong Zhang and
Jiaxin Chen and
Xiao{-}Ming Wu},
title = {Recon: Reducing Conflicting Gradients from the Root for Multi-Task
Learning},
journal = {CoRR},
volume = {abs/2302.11289},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11289},
doi = {10.48550/ARXIV.2302.11289},
eprinttype = {arXiv},
eprint = {2302.11289},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07033,
author = {Cong Wang and
Jinshan Pan and
Wanyu Lin and
Jiangxin Dong and
Xiao{-}Ming Wu},
title = {SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency},
journal = {CoRR},
volume = {abs/2303.07033},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07033},
doi = {10.48550/ARXIV.2303.07033},
eprinttype = {arXiv},
eprint = {2303.07033},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-16764,
author = {Han Liu and
Feng Zhang and
Xiaotong Zhang and
Siyang Zhao and
Fenglong Ma and
Xiao{-}Ming Wu and
Hongyang Chen and
Hong Yu and
Xianchao Zhang},
title = {Boosting Few-Shot Text Classification via Distribution Estimation},
journal = {CoRR},
volume = {abs/2303.16764},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.16764},
doi = {10.48550/ARXIV.2303.16764},
eprinttype = {arXiv},
eprint = {2303.16764},
timestamp = {Mon, 06 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-16764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00545,
author = {Qijiong Liu and
Jieming Zhu and
Jiahao Wu and
Tiandeng Wu and
Zhenhua Dong and
Xiao{-}Ming Wu},
title = {{FANS:} Fast Non-Autoregressive Sequence Generation for Item List
Continuation},
journal = {CoRR},
volume = {abs/2304.00545},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00545},
doi = {10.48550/ARXIV.2304.00545},
eprinttype = {arXiv},
eprint = {2304.00545},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04152,
author = {Tiandeng Wu and
Qijiong Liu and
Yi Cao and
Yao Huang and
Xiao{-}Ming Wu and
Jiandong Ding},
title = {Continual Graph Convolutional Network for Text Classification},
journal = {CoRR},
volume = {abs/2304.04152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04152},
doi = {10.48550/ARXIV.2304.04152},
eprinttype = {arXiv},
eprint = {2304.04152},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06566,
author = {Qijiong Liu and
Nuo Chen and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {A First Look at LLM-Powered Generative News Recommendation},
journal = {CoRR},
volume = {abs/2305.06566},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06566},
doi = {10.48550/ARXIV.2305.06566},
eprinttype = {arXiv},
eprint = {2305.06566},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05278,
author = {Haode Zhang and
Haowen Liang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
title = {Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning
vs. Continual Pre-training},
journal = {CoRR},
volume = {abs/2306.05278},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05278},
doi = {10.48550/ARXIV.2306.05278},
eprinttype = {arXiv},
eprint = {2306.05278},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06494,
author = {Li Xu and
Bo Liu and
Ameer Hamza Khan and
Lu Fan and
Xiao{-}Ming Wu},
title = {Multi-modal Pre-training for Medical Vision-language Understanding
and Generation: An Empirical Study with {A} New Benchmark},
journal = {CoRR},
volume = {abs/2306.06494},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06494},
doi = {10.48550/ARXIV.2306.06494},
eprinttype = {arXiv},
eprint = {2306.06494},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10047,
author = {Lu Fan and
Jiashu Pu and
Rongsheng Zhang and
Xiao{-}Ming Wu},
title = {Neighborhood-based Hard Negative Mining for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2306.10047},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10047},
doi = {10.48550/ARXIV.2306.10047},
eprinttype = {arXiv},
eprint = {2306.10047},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10261,
author = {Bo Liu and
Liming Zhan and
Zexin Lu and
Yujie Feng and
Lei Xue and
Xiao{-}Ming Wu},
title = {How Good Are Large Language Models at Out-of-Distribution Detection?},
journal = {CoRR},
volume = {abs/2308.10261},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10261},
doi = {10.48550/ARXIV.2308.10261},
eprinttype = {arXiv},
eprint = {2308.10261},
timestamp = {Thu, 10 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14155,
author = {Qijiong Liu and
Jieming Zhu and
Quanyu Dai and
Xiao{-}Ming Wu},
title = {Only Encode Once: Making Content-based News Recommender Greener},
journal = {CoRR},
volume = {abs/2308.14155},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14155},
doi = {10.48550/ARXIV.2308.14155},
eprinttype = {arXiv},
eprint = {2308.14155},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16761,
author = {Qijiong Liu and
Jiaren Xiao and
Lu Fan and
Jieming Zhu and
Xiao{-}Ming Wu},
title = {Co-evolving Vector Quantization for ID-based Recommendation},
journal = {CoRR},
volume = {abs/2308.16761},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16761},
doi = {10.48550/ARXIV.2308.16761},
eprinttype = {arXiv},
eprint = {2308.16761},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03020,
author = {Wenlong Zhang and
Xiaohui Li and
Xiangyu Chen and
Yu Qiao and
Xiao{-}Ming Wu and
Chao Dong},
title = {{SEAL:} {A} Framework for Systematic Evaluation of Real-World Super-Resolution},
journal = {CoRR},
volume = {abs/2309.03020},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03020},
doi = {10.48550/ARXIV.2309.03020},
eprinttype = {arXiv},
eprint = {2309.03020},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08949,
author = {Xiangyu Zhao and
Bo Liu and
Qijiong Liu and
Guangyuan Shi and
Xiao{-}Ming Wu},
title = {Making Multimodal Generation Easier: When Diffusion Models Meet LLMs},
journal = {CoRR},
volume = {abs/2310.08949},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08949},
doi = {10.48550/ARXIV.2310.08949},
eprinttype = {arXiv},
eprint = {2310.08949},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09874,
author = {Jiahao Wu and
Qijiong Liu and
Hengchang Hu and
Wenqi Fan and
Shengcai Liu and
Qing Li and
Xiao{-}Ming Wu and
Ke Tang},
title = {Leveraging Large Language Models (LLMs) to Empower Training-Free Dataset
Condensation for Content-Based Recommendation},
journal = {CoRR},
volume = {abs/2310.09874},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09874},
doi = {10.48550/ARXIV.2310.09874},
eprinttype = {arXiv},
eprint = {2310.09874},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14970,
author = {Yujie Feng and
Zexin Lu and
Bo Liu and
Liming Zhan and
Xiao{-}Ming Wu},
title = {Towards LLM-driven Dialogue State Tracking},
journal = {CoRR},
volume = {abs/2310.14970},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14970},
doi = {10.48550/ARXIV.2310.14970},
eprinttype = {arXiv},
eprint = {2310.14970},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02362,
author = {Nuo Chen and
Jiqun Liu and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {Decoy Effect in Search Interaction: {A} Pilot Study},
journal = {CoRR},
volume = {abs/2311.02362},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02362},
doi = {10.48550/ARXIV.2311.02362},
eprinttype = {arXiv},
eprint = {2311.02362},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangZFWC22,
author = {Cong Wang and
Honghe Zhu and
Wanshu Fan and
Xiao{-}Ming Wu and
Junyang Chen},
title = {Single image rain removal using recurrent scale-guide networks},
journal = {Neurocomputing},
volume = {467},
pages = {242--255},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.10.029},
doi = {10.1016/J.NEUCOM.2021.10.029},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangZFWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PengDLWZ22,
author = {Zhen Peng and
Yixiang Dong and
Minnan Luo and
Xiao{-}Ming Wu and
Qinghua Zheng},
title = {A new self-supervised task on graphs: Geodesic distance prediction},
journal = {Inf. Sci.},
volume = {607},
pages = {1195--1210},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.06.046},
doi = {10.1016/J.INS.2022.06.046},
timestamp = {Mon, 17 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/PengDLWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DaiWFLLZWLY22,
author = {Quanyu Dai and
Xiao{-}Ming Wu and
Lu Fan and
Qimai Li and
Han Liu and
Xiaotong Zhang and
Dan Wang and
Guli Lin and
Keping Yang},
title = {Personalized knowledge-aware recommendation with collaborative and
attentive graph convolutional networks},
journal = {Pattern Recognit.},
volume = {128},
pages = {108628},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108628},
doi = {10.1016/J.PATCOG.2022.108628},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/DaiWFLLZWLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/ChenGLZYZFWW22,
author = {Junyang Chen and
Zhiguo Gong and
Yuanman Li and
Huanjian Zhang and
Hongyong Yu and
Junzhang Zhu and
Ge Fan and
Xiao{-}Ming Wu and
Kaishun Wu},
title = {Meta-Path Based Neighbors for Behavioral Target Generalization in
Sequential Recommendation},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {9},
number = {3},
pages = {1658--1667},
year = {2022},
url = {https://doi.org/10.1109/TNSE.2022.3149328},
doi = {10.1109/TNSE.2022.3149328},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/ChenGLZYZFWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0018PW22,
author = {Cong Wang and
Jinshan Pan and
Xiao{-}Ming Wu},
title = {Online-Updated High-Order Collaborative Networks for Single Image
Deraining},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {2406--2413},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i2.20140},
doi = {10.1609/AAAI.V36I2.20140},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0018PW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangZZ0L22,
author = {Yuwei Zhang and
Haode Zhang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {New Intent Discovery with Pre-training and Contrastive Learning},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {256--269},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.21},
doi = {10.18653/V1/2022.ACL-LONG.21},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhangZZ0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ZhanLF0L22,
author = {Li{-}Ming Zhan and
Haowen Liang and
Lu Fan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {A Closer Look at Few-Shot Out-of-Distribution Intent Detection},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {451--460},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.36},
timestamp = {Tue, 27 May 2025 07:57:03 +0200},
biburl = {https://dblp.org/rec/conf/coling/ZhanLF0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuZD022,
author = {Qijiong Liu and
Jieming Zhu and
Quanyu Dai and
Xiaoming Wu},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Boosting Deep {CTR} Prediction with a Plug-and-Play Pre-trainer for
News Recommendation},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {2823--2833},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.249},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiuZD022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangSLDW22,
author = {Wenlong Zhang and
Guangyuan Shi and
Yihao Liu and
Chao Dong and
Xiao{-}Ming Wu},
title = {A Closer Look at Blind Super-Resolution: Degradation Models, Baselines,
and Performance Upper Bounds},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {526--535},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00068},
doi = {10.1109/CVPRW56347.2022.00068},
timestamp = {Wed, 18 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangSLDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangLZZ0LL22,
author = {Haode Zhang and
Haowen Liang and
Yuwei Zhang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Xiaolei Lu and
Albert Y. S. Lam},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Fine-tuning Pre-trained Language Models for Few-shot Intent Detection:
Supervised Pre-training and Isotropization},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {532--542},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.39},
doi = {10.18653/V1/2022.NAACL-MAIN.39},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/ZhangLZZ0LL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FanLL00LLLJY22,
author = {Lu Fan and
Qimai Li and
Bo Liu and
Xiao{-}Ming Wu and
Xiaotong Zhang and
Fuyu Lv and
Guli Lin and
Sen Li and
Taiwei Jin and
Keping Yang},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Modeling User Behavior with Graph Convolution for Personalized Product
Search},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {203--212},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3511949},
doi = {10.1145/3485447.3511949},
timestamp = {Sun, 19 Jan 2025 13:09:58 +0100},
biburl = {https://dblp.org/rec/conf/www/FanLL00LLLJY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06081,
author = {Fan Lu and
Qimai Li and
Bo Liu and
Xiao{-}Ming Wu and
Xiaotong Zhang and
Fuyu Lv and
Guli Lin and
Sen Li and
Taiwei Jin and
Keping Yang},
title = {Modeling User Behavior with Graph Convolution for Personalized Product
Search},
journal = {CoRR},
volume = {abs/2202.06081},
year = {2022},
url = {https://arxiv.org/abs/2202.06081},
eprinttype = {arXiv},
eprint = {2202.06081},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06568,
author = {Cong Wang and
Jinshan Pan and
Xiao{-}Ming Wu},
title = {Online-updated High-order Collaborative Networks for Single Image
Deraining},
journal = {CoRR},
volume = {abs/2202.06568},
year = {2022},
url = {https://arxiv.org/abs/2202.06568},
eprinttype = {arXiv},
eprint = {2202.06568},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04910,
author = {Wenlong Zhang and
Guangyuan Shi and
Yihao Liu and
Chao Dong and
Xiao{-}Ming Wu},
title = {A Closer Look at Blind Super-Resolution: Degradation Models, Baselines,
and Performance Upper Bounds},
journal = {CoRR},
volume = {abs/2205.04910},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04910},
doi = {10.48550/ARXIV.2205.04910},
eprinttype = {arXiv},
eprint = {2205.04910},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07208,
author = {Haode Zhang and
Haowen Liang and
Yuwei Zhang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Xiaolei Lu and
Albert Y. S. Lam},
title = {Fine-tuning Pre-trained Language Models for Few-shot Intent Detection:
Supervised Pre-training and Isotropization},
journal = {CoRR},
volume = {abs/2205.07208},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07208},
doi = {10.48550/ARXIV.2205.07208},
eprinttype = {arXiv},
eprint = {2205.07208},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12914,
author = {Yuwei Zhang and
Haode Zhang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
title = {New Intent Discovery with Pre-training and Contrastive Learning},
journal = {CoRR},
volume = {abs/2205.12914},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12914},
doi = {10.48550/ARXIV.2205.12914},
eprinttype = {arXiv},
eprint = {2205.12914},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-07828,
author = {Cong Wang and
Jinshan Pan and
Xiao{-}Ming Wu},
title = {Structural Prior Guided Generative Adversarial Transformers for Low-Light
Image Enhancement},
journal = {CoRR},
volume = {abs/2207.07828},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.07828},
doi = {10.48550/ARXIV.2207.07828},
eprinttype = {arXiv},
eprint = {2207.07828},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-07828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/LiuZZLW21,
author = {Han Liu and
Xiaotong Zhang and
Xianchao Zhang and
Qimai Li and
Xiao{-}Ming Wu},
title = {{RPC:} Representative possible world based consistent clustering algorithm
for uncertain data},
journal = {Comput. Commun.},
volume = {176},
pages = {128--137},
year = {2021},
url = {https://doi.org/10.1016/j.comcom.2021.06.002},
doi = {10.1016/J.COMCOM.2021.06.002},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/LiuZZLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhangLWZL21,
author = {Xiaotong Zhang and
Han Liu and
Xiao{-}Ming Wu and
Xianchao Zhang and
Xinyue Liu},
title = {Spectral embedding network for attributed graph clustering},
journal = {Neural Networks},
volume = {142},
pages = {388--396},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.05.026},
doi = {10.1016/J.NEUNET.2021.05.026},
timestamp = {Wed, 19 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhangLWZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhanLLFWL20,
author = {Li{-}Ming Zhan and
Haowen Liang and
Bo Liu and
Lu Fan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Out-of-Scope Intent Detection with Self-Supervision and Discriminative
Training},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {3521--3532},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.273},
doi = {10.18653/V1/2021.ACL-LONG.273},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhanLLFWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangZZCSWL21,
author = {Haode Zhang and
Yuwei Zhang and
Li{-}Ming Zhan and
Jiaxin Chen and
Guangyuan Shi and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Effectiveness of Pre-training for Few-shot Intent Classification},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {1114--1120},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.96},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.96},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangZZCSWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LiuZXMYW21,
author = {Bo Liu and
Li{-}Ming Zhan and
Li Xu and
Lin Ma and
Yan Yang and
Xiao{-}Ming Wu},
title = {Slake: {A} Semantically-Labeled Knowledge-Enhanced Dataset For Medical
Visual Question Answering},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1650--1654},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9434010},
doi = {10.1109/ISBI48211.2021.9434010},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LiuZXMYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LI00DW21,
author = {Qimai Li and
Xiaotong Zhang and
Han Liu and
Quanyu Dai and
Xiao{-}Ming Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dimensionwise Separable 2-D Graph Convolution for Unsupervised and
Semi-Supervised Learning on Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {953--963},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467413},
doi = {10.1145/3447548.3467413},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LI00DW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiLJLYZWM21,
author = {Sen Li and
Fuyu Lv and
Taiwei Jin and
Guli Lin and
Keping Yang and
Xiaoyi Zeng and
Xiao{-}Ming Wu and
Qianli Ma},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Embedding-based Product Retrieval in Taobao Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3181--3189},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467101},
doi = {10.1145/3447548.3467101},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiLJLYZWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuZW21,
author = {Bo Liu and
Li{-}Ming Zhan and
Xiao{-}Ming Wu},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Contrastive Pre-training and Representation Distillation for Medical
Visual Question Answering Based on Radiology Images},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12902},
pages = {210--220},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87196-3\_20},
doi = {10.1007/978-3-030-87196-3\_20},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiuZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiCZZW21,
author = {Guangyuan Shi and
Jiaxin Chen and
Wenlong Zhang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning
by Finding Flat Minima},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6747--6761},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/357cfba15668cc2e1e73111e09d54383-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShiCZZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09542,
author = {Bo Liu and
Li{-}Ming Zhan and
Li Xu and
Lin Ma and
Yan Yang and
Xiao{-}Ming Wu},
title = {{SLAKE:} {A} Semantically-Labeled Knowledge-Enhanced Dataset for Medical
Visual Question Answering},
journal = {CoRR},
volume = {abs/2102.09542},
year = {2021},
url = {https://arxiv.org/abs/2102.09542},
eprinttype = {arXiv},
eprint = {2102.09542},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08616,
author = {Li{-}Ming Zhan and
Haowen Liang and
Bo Liu and
Lu Fan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
title = {Out-of-Scope Intent Detection with Self-Supervision and Discriminative
Training},
journal = {CoRR},
volume = {abs/2106.08616},
year = {2021},
url = {https://arxiv.org/abs/2106.08616},
eprinttype = {arXiv},
eprint = {2106.08616},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09297,
author = {Sen Li and
Fuyu Lv and
Taiwei Jin and
Guli Lin and
Keping Yang and
Xiaoyi Zeng and
Xiao{-}Ming Wu and
Qianli Ma},
title = {Embedding-based Product Retrieval in Taobao Search},
journal = {CoRR},
volume = {abs/2106.09297},
year = {2021},
url = {https://arxiv.org/abs/2106.09297},
eprinttype = {arXiv},
eprint = {2106.09297},
timestamp = {Fri, 14 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10557,
author = {Jiaxin Chen and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Fu{-}Lai Chung},
title = {Adaptation-Agnostic Meta-Training},
journal = {CoRR},
volume = {abs/2108.10557},
year = {2021},
url = {https://arxiv.org/abs/2108.10557},
eprinttype = {arXiv},
eprint = {2108.10557},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05782,
author = {Haode Zhang and
Yuwei Zhang and
Li{-}Ming Zhan and
Jiaxin Chen and
Guangyuan Shi and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
title = {Effectiveness of Pre-training for Few-shot Intent Classification},
journal = {CoRR},
volume = {abs/2109.05782},
year = {2021},
url = {https://arxiv.org/abs/2109.05782},
eprinttype = {arXiv},
eprint = {2109.05782},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01549,
author = {Guangyuan Shi and
Jiaxin Chen and
Wenlong Zhang and
Li{-}Ming Zhan and
Xiao{-}Ming Wu},
title = {Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning
by Finding Flat Minima},
journal = {CoRR},
volume = {abs/2111.01549},
year = {2021},
url = {https://arxiv.org/abs/2111.01549},
eprinttype = {arXiv},
eprint = {2111.01549},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenZWC20,
author = {Jiaxin Chen and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Fu{-}Lai Chung},
title = {Variational Metric Scaling for Metric-Based Meta-Learning},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3478--3485},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5752},
doi = {10.1609/AAAI.V34I04.5752},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenZWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YanFLLZWL20,
author = {Guangfeng Yan and
Lu Fan and
Qimai Li and
Han Liu and
Xiaotong Zhang and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Unknown Intent Detection Using Gaussian Mixture Model with an Application
to Zero-shot Intent Classification},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {1050--1060},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.99},
doi = {10.18653/V1/2020.ACL-MAIN.99},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/YanFLLZWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLLYW20,
author = {Menghan Wang and
Yujie Lin and
Guli Lin and
Keping Yang and
Xiao{-}Ming Wu},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{M2GRL:} {A} Multi-task Multi-view Graph Representation Learning Framework
for Web-scale Recommender Systems},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2349--2358},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403284},
doi = {10.1145/3394486.3403284},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangLLYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhanLFCW20,
author = {Li{-}Ming Zhan and
Bo Liu and
Lu Fan and
Jiaxin Chen and
Xiao{-}Ming Wu},
editor = {Chang Wen Chen and
Rita Cucchiara and
Xian{-}Sheng Hua and
Guo{-}Jun Qi and
Elisa Ricci and
Zhengyou Zhang and
Roger Zimmermann},
title = {Medical Visual Question Answering via Conditional Reasoning},
booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
Event / Seattle, WA, USA, October 12-16, 2020},
pages = {2345--2354},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394171.3413761},
doi = {10.1145/3394171.3413761},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/ZhanLFCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenWLLZC20,
author = {Jiaxin Chen and
Xiao{-}Ming Wu and
Yanke Li and
Qimai Li and
Li{-}Ming Zhan and
Fu{-}Lai Chung},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Closer Look at the Training Strategy for Modern Meta-Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0415740eaa4d9decbc8da001d3fd805f-Abstract.html},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenWLLZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01604,
author = {Zhen Peng and
Yixiang Dong and
Minnan Luo and
Xiao{-}Ming Wu and
Qinghua Zheng},
title = {Self-Supervised Graph Representation Learning via Global Context Prediction},
journal = {CoRR},
volume = {abs/2003.01604},
year = {2020},
url = {https://arxiv.org/abs/2003.01604},
eprinttype = {arXiv},
eprint = {2003.01604},
timestamp = {Mon, 17 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10110,
author = {Menghan Wang and
Yujie Lin and
Guli Lin and
Keping Yang and
Xiao{-}Ming Wu},
title = {{M2GRL:} {A} Multi-task Multi-view Graph Representation Learning Framework
for Web-scale Recommender Systems},
journal = {CoRR},
volume = {abs/2005.10110},
year = {2020},
url = {https://arxiv.org/abs/2005.10110},
eprinttype = {arXiv},
eprint = {2005.10110},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiW00G19,
author = {Qimai Li and
Xiao{-}Ming Wu and
Han Liu and
Xiaotong Zhang and
Zhichao Guan},
title = {Label Efficient Semi-Supervised Learning via Graph Filtering},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {9582--9591},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Li\_Label\_Efficient\_Semi-Supervised\_Learning\_via\_Graph\_Filtering\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00981},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiW00G19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuZFFLWL19,
author = {Han Liu and
Xiaotong Zhang and
Lu Fan and
Xuandi Fu and
Qimai Li and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Reconstructing Capsule Networks for Zero-shot Intent Classification},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4798--4808},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1486},
doi = {10.18653/V1/D19-1486},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuZFFLWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0003LLW19,
author = {Xiaotong Zhang and
Han Liu and
Qimai Li and
Xiao{-}Ming Wu},
editor = {Sarit Kraus},
title = {Attributed Graph Clustering via Adaptive Graph Convolution},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4327--4333},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/601},
doi = {10.24963/IJCAI.2019/601},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/0003LLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09993,
author = {Qimai Li and
Xiao{-}Ming Wu and
Zhichao Guan},
title = {Generalized Label Propagation Methods for Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/1901.09993},
year = {2019},
url = {http://arxiv.org/abs/1901.09993},
eprinttype = {arXiv},
eprint = {1901.09993},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01210,
author = {Xiaotong Zhang and
Han Liu and
Qimai Li and
Xiao{-}Ming Wu},
title = {Attributed Graph Clustering via Adaptive Graph Convolution},
journal = {CoRR},
volume = {abs/1906.01210},
year = {2019},
url = {http://arxiv.org/abs/1906.01210},
eprinttype = {arXiv},
eprint = {1906.01210},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01541,
author = {Quanyu Dai and
Xiao Shen and
Xiao{-}Ming Wu and
Dan Wang},
title = {Network Transfer Learning via Adversarial Domain Adaptation with Graph
Convolution},
journal = {CoRR},
volume = {abs/1909.01541},
year = {2019},
url = {http://arxiv.org/abs/1909.01541},
eprinttype = {arXiv},
eprint = {1909.01541},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12038,
author = {Qimai Li and
Xiaotong Zhang and
Han Liu and
Xiao{-}Ming Wu},
title = {Attributed Graph Learning with 2-D Graph Convolution},
journal = {CoRR},
volume = {abs/1909.12038},
year = {2019},
url = {http://arxiv.org/abs/1909.12038},
eprinttype = {arXiv},
eprint = {1909.12038},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12514,
author = {Han Liu and
Xianchao Zhang and
Xiaotong Zhang and
Qimai Li and
Xiao{-}Ming Wu},
title = {Clustering Uncertain Data via Representative Possible Worlds with
Consistency Learning},
journal = {CoRR},
volume = {abs/1909.12514},
year = {2019},
url = {http://arxiv.org/abs/1909.12514},
eprinttype = {arXiv},
eprint = {1909.12514},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11809,
author = {Jiaxin Chen and
Li{-}Ming Zhan and
Xiao{-}Ming Wu and
Fu{-}Lai Chung},
title = {Variational Metric Scaling for Metric-Based Meta-Learning},
journal = {CoRR},
volume = {abs/1912.11809},
year = {2019},
url = {http://arxiv.org/abs/1912.11809},
eprinttype = {arXiv},
eprint = {1912.11809},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiHW18,
author = {Qimai Li and
Zhichao Han and
Xiao{-}Ming Wu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deeper Insights Into Graph Convolutional Networks for Semi-Supervised
Learning},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3538--3545},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11604},
doi = {10.1609/AAAI.V32I1.11604},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07606,
author = {Qimai Li and
Zhichao Han and
Xiao{-}Ming Wu},
title = {Deeper Insights into Graph Convolutional Networks for Semi-Supervised
Learning},
journal = {CoRR},
volume = {abs/1801.07606},
year = {2018},
url = {http://arxiv.org/abs/1801.07606},
eprinttype = {arXiv},
eprint = {1801.07606},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02872,
author = {Yong Wang and
Xiao{-}Ming Wu and
Qimai Li and
Jiatao Gu and
Wangmeng Xiang and
Lei Zhang and
Victor O. K. Li},
title = {Large Margin Few-Shot Learning},
journal = {CoRR},
volume = {abs/1807.02872},
year = {2018},
url = {http://arxiv.org/abs/1807.02872},
eprinttype = {arXiv},
eprint = {1807.02872},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Wu16a,
author = {Xiaoming Wu},
title = {Learning on Graphs with Partially Absorbing Random Walks: Theory and
Practice},
school = {Columbia University, {USA}},
year = {2016},
url = {https://doi.org/10.7916/D8JW8F0C},
doi = {10.7916/D8JW8F0C},
timestamp = {Fri, 15 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Wu16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WuLC15,
author = {Xiao{-}Ming Wu and
Zhenguo Li and
Shih{-}Fu Chang},
title = {New insights into Laplacian similarity search},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {1949--1957},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298805},
doi = {10.1109/CVPR.2015.7298805},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WuLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/IrieLWC14,
author = {Go Irie and
Zhenguo Li and
Xiao{-}Ming Wu and
Shih{-}Fu Chang},
title = {Locally Linear Hashing for Extracting Non-linear Manifolds},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {2123--2130},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.272},
doi = {10.1109/CVPR.2014.272},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/IrieLWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuLC13,
author = {Xiao{-}Ming Wu and
Zhenguo Li and
Shih{-}Fu Chang},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Analyzing the Harmonic Structure in Graph-Based Learning},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {3129--3137},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/856fc81623da2150ba2210ba1b51d241-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiWC12,
author = {Zhenguo Li and
Xiao{-}Ming Wu and
Shih{-}Fu Chang},
title = {Segmentation using superpixels: {A} bipartite graph partitioning approach},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {789--796},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247750},
doi = {10.1109/CVPR.2012.6247750},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiWC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuLSWC12,
author = {Xiao{-}Ming Wu and
Zhenguo Li and
Anthony Man{-}Cho So and
John Wright and
Shih{-}Fu Chang},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Learning with Partially Absorbing Random Walks},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {3086--3094},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/512c5cad6c37edb98ae91c8a76c3a291-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuLSWC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuSLL09,
author = {Xiao{-}Ming Wu and
Anthony Man{-}Cho So and
Zhenguo Li and
Shuo{-}Yen Robert Li},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Fast Graph Laplacian Regularized Kernel Learning via Semidefinite-Quadratic-Linear
Programming},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1964--1972},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/96ea64f3a1aa2fd00c72faacf0cb8ac9-Abstract.html},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuSLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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