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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}
}
@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}
}
@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},
title = {Recurrent Knowledge Identification and Fusion for Language Model Continual
Learning},
booktitle = {{ACL} {(1)}},
pages = {27396--27413},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@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 = {{ICLR}},
publisher = {OpenReview.net},
year = {2025}
}
@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 = {{ICLR}},
publisher = {OpenReview.net},
year = {2025}
}
@inproceedings{DBLP:conf/www/LiuF025,
author = {Qijiong Liu and
Lu Fan and
Xiao{-}Ming Wu},
title = {Legommenders: {A} Comprehensive Content-Based Recommendation Library
with {LLM} Support},
booktitle = {{WWW} (Companion Volume)},
pages = {753--756},
publisher = {{ACM}},
year = {2025}
}
@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},
title = {Leveraging ChatGPT to Empower Training-free Dataset Condensation for
Content-based Recommendation},
booktitle = {{WWW} (Companion Volume)},
pages = {1402--1406},
publisher = {{ACM}},
year = {2025}
}
@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},
title = {MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration
in Online Advertising},
booktitle = {{WWW}},
pages = {4408--4419},
publisher = {{ACM}},
year = {2025}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/0018PLD0W24,
author = {Cong Wang and
Jinshan Pan and
Wanyu Lin and
Jiangxin Dong and
Wei Wang and
Xiao{-}Ming Wu},
title = {SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency},
booktitle = {{AAAI}},
pages = {5327--5335},
publisher = {{AAAI} Press},
year = {2024}
}
@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},
title = {Correlation Matching Transformation Transformers for {UHD} Image Restoration},
booktitle = {{AAAI}},
pages = {5336--5344},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/acl/FengCXS0024,
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},
booktitle = {{ACL} {(1)}},
pages = {1266--1279},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/acl/Zhao0LS024,
author = {Xiangyu Zhao and
Bo Liu and
Qijiong Liu and
Guangyuan Shi and
Xiao{-}Ming Wu},
title = {EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs},
booktitle = {{ACL} {(1)}},
pages = {1351--1370},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@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},
title = {Continual Dialogue State Tracking via Reason-of-Select Distillation},
booktitle = {{ACL} (Findings)},
pages = {7075--7087},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@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},
title = {How Good Are LLMs at Out-of-Distribution Detection?},
booktitle = {{LREC/COLING}},
pages = {8211--8222},
publisher = {{ELRA} and {ICCL}},
year = {2024}
}
@inproceedings{DBLP:conf/coling/FanPZ024,
author = {Lu Fan and
Jiashu Pu and
Rongsheng Zhang and
Xiao{-}Ming Wu},
title = {{LANID:} LLM-assisted New Intent Discovery},
booktitle = {{LREC/COLING}},
pages = {10110--10116},
publisher = {{ELRA} and {ICCL}},
year = {2024}
}
@inproceedings{DBLP:conf/emnlp/ZhaoZZ024,
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},
booktitle = {{EMNLP}},
pages = {1490--1507},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/emnlp/DongFLS024,
author = {Xiaoyu Dong and
Yujie Feng and
Zexin Lu and
Guangyuan Shi and
Xiao{-}Ming Wu},
title = {Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting
and Instruction-following Contrastive Decoding},
booktitle = {{EMNLP}},
pages = {8527--8540},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@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 = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@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},
title = {Multimodal Pretraining, Adaptation, and Generation for Recommendation:
{A} Survey},
booktitle = {{KDD}},
pages = {6566--6576},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/nips/Luo0024,
author = {Yuankai Luo and
Lei Shi and
Xiao{-}Ming Wu},
title = {Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification},
booktitle = {NeurIPS},
year = {2024}
}
@inproceedings{DBLP:conf/nips/LuoL0024,
author = {Yuankai Luo and
Hongkang Li and
Lei Shi and
Xiao{-}Ming Wu},
title = {Enhancing Graph Transformers with Hierarchical Distance Structural
Encoding},
booktitle = {NeurIPS},
year = {2024}
}
@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},
title = {{AI} Can Be Cognitively Biased: An Exploratory Study on Threshold
Priming in LLM-Based Batch Relevance Assessment},
booktitle = {{SIGIR-AP}},
pages = {54--63},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/wsdm/LiuCS024,
author = {Qijiong Liu and
Nuo Chen and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {{ONCE:} Boosting Content-based Recommendation with Both Open- and
Closed-source Large Language Models},
booktitle = {{WSDM}},
pages = {452--461},
publisher = {{ACM}},
year = {2024}
}
@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},
title = {Discrete Semantic Tokenization for Deep {CTR} Prediction},
booktitle = {{WWW} (Companion Volume)},
pages = {919--922},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/www/LiuZD024,
author = {Qijiong Liu and
Jieming Zhu and
Quanyu Dai and
Xiao{-}Ming Wu},
title = {Benchmarking News Recommendation in the Era of Green {AI}},
booktitle = {{WWW} (Companion Volume)},
pages = {971--974},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/www/LiuXFZ024,
author = {Qijiong Liu and
Jiaren Xiao and
Lu Fan and
Jieming Zhu and
Xiao{-}Ming Wu},
title = {Learning Category Trees for ID-Based Recommendation: Exploring the
Power of Differentiable Vector Quantization},
booktitle = {{WWW}},
pages = {3521--3532},
publisher = {{ACM}},
year = {2024}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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},
title = {Boosting Few-Shot Text Classification via Distribution Estimation},
booktitle = {{AAAI}},
pages = {13219--13227},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/aaai/WuLCHWD23,
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},
booktitle = {{AAAI}},
pages = {13754--13762},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/acl/ZhangLZ0L23,
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},
booktitle = {{ACL} (Findings)},
pages = {11105--11121},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/chil/XuLKF023,
author = {Li Xu and
Bo Liu and
Ameer Hamza Khan and
Lu Fan and
Xiao{-}Ming Wu},
title = {Modeling Multivariate Biosignals With Graph Neural Networks and Structured
State Space Models},
booktitle = {{CHIL}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {117--132},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/emnlp/FengLLZW23,
author = {Yujie Feng and
Zexin Lu and
Bo Liu and
Liming Zhan and
Xiao{-}Ming Wu},
title = {Towards LLM-driven Dialogue State Tracking},
booktitle = {{EMNLP}},
pages = {739--755},
publisher = {Association for Computational Linguistics},
year = {2023}
}
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author = {Nuo Chen and
Jiqun Liu and
Tetsuya Sakai and
Xiao{-}Ming Wu},
title = {Decoy Effect in Search Interaction: {A} Pilot Study},
booktitle = {{EVIA}},
publisher = {National Institute of Informatics {(NII)}},
year = {2023}
}
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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 = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
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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},
title = {Real-World Image Super-Resolution as Multi-Task Learning},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/sigir/FanPZ023,
author = {Lu Fan and
Jiashu Pu and
Rongsheng Zhang and
Xiao{-}Ming Wu},
title = {Neighborhood-based Hard Negative Mining for Sequential Recommendation},
booktitle = {{SIGIR}},
pages = {2042--2046},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/www/LiuZWWD023,
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},
booktitle = {{WWW}},
pages = {3309--3318},
publisher = {{ACM}},
year = {2023}
}
@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}
}
@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}
}
@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}
}
@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}
}
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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}
}
@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}
}
@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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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}
}
@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}
}
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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.},
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year = {2022}
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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
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author = {Cong Wang and
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Xiao{-}Ming Wu},
title = {Online-Updated High-Order Collaborative Networks for Single Image
Deraining},
booktitle = {{AAAI}},
pages = {2406--2413},
publisher = {{AAAI} Press},
year = {2022}
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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},
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year = {2022}
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Haowen Liang and
Lu Fan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
title = {A Closer Look at Few-Shot Out-of-Distribution Intent Detection},
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publisher = {International Committee on Computational Linguistics},
year = {2022}
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Quanyu Dai and
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title = {Boosting Deep {CTR} Prediction with a Plug-and-Play Pre-trainer for
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publisher = {International Committee on Computational Linguistics},
year = {2022}
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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 = {{CVPR} Workshops},
pages = {526--535},
publisher = {{IEEE}},
year = {2022}
}
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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},
booktitle = {{NAACL-HLT}},
pages = {532--542},
publisher = {Association for Computational Linguistics},
year = {2022}
}
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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},
title = {Modeling User Behavior with Graph Convolution for Personalized Product
Search},
booktitle = {{WWW}},
pages = {203--212},
publisher = {{ACM}},
year = {2022}
}
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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}
}
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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}
}
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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}
}
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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}
}
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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},
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year = {2022}
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author = {Cong Wang and
Jinshan Pan and
Xiao{-}Ming Wu},
title = {Structural Prior Guided Generative Adversarial Transformers for Low-Light
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Han Liu and
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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
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year = {2021}
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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},
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pages = {1114--1120},
publisher = {Association for Computational Linguistics},
year = {2021}
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title = {Slake: {A} Semantically-Labeled Knowledge-Enhanced Dataset For Medical
Visual Question Answering},
booktitle = {{ISBI}},
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year = {2021}
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author = {Qimai Li and
Xiaotong Zhang and
Han Liu and
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Xiao{-}Ming Wu},
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Semi-Supervised Learning on Graphs},
booktitle = {{KDD}},
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publisher = {{ACM}},
year = {2021}
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Xiao{-}Ming Wu and
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Xiao{-}Ming Wu},
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booktitle = {{MICCAI} {(2)}},
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Haowen Liang and
Bo Liu and
Lu Fan and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
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Xiao{-}Ming Wu and
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Yuwei Zhang and
Li{-}Ming Zhan and
Jiaxin Chen and
Guangyuan Shi and
Xiao{-}Ming Wu and
Albert Y. S. Lam},
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Xiao{-}Ming Wu and
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@inproceedings{DBLP:conf/ijcai/0003LLW19,
author = {Xiaotong Zhang and
Han Liu and
Qimai Li and
Xiao{-}Ming Wu},
title = {Attributed Graph Clustering via Adaptive Graph Convolution},
booktitle = {{IJCAI}},
pages = {4327--4333},
publisher = {ijcai.org},
year = {2019}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/LiHW18,
author = {Qimai Li and
Zhichao Han and
Xiao{-}Ming Wu},
title = {Deeper Insights Into Graph Convolutional Networks for Semi-Supervised
Learning},
booktitle = {{AAAI}},
pages = {3538--3545},
publisher = {{AAAI} Press},
year = {2018}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/cvpr/WuLC15,
author = {Xiao{-}Ming Wu and
Zhenguo Li and
Shih{-}Fu Chang},
title = {New insights into Laplacian similarity search},
booktitle = {{CVPR}},
pages = {1949--1957},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@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 = {{CVPR}},
pages = {2123--2130},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/nips/WuLC13,
author = {Xiao{-}Ming Wu and
Zhenguo Li and
Shih{-}Fu Chang},
title = {Analyzing the Harmonic Structure in Graph-Based Learning},
booktitle = {{NIPS}},
pages = {3129--3137},
year = {2013}
}
@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 = {{CVPR}},
pages = {789--796},
publisher = {{IEEE} Computer Society},
year = {2012}
}
@inproceedings{DBLP:conf/nips/WuLSWC12,
author = {Xiao{-}Ming Wu and
Zhenguo Li and
Anthony Man{-}Cho So and
John Wright and
Shih{-}Fu Chang},
title = {Learning with Partially Absorbing Random Walks},
booktitle = {{NIPS}},
pages = {3086--3094},
year = {2012}
}
@inproceedings{DBLP:conf/nips/WuSLL09,
author = {Xiao{-}Ming Wu and
Anthony Man{-}Cho So and
Zhenguo Li and
Shuo{-}Yen Robert Li},
title = {Fast Graph Laplacian Regularized Kernel Learning via Semidefinite-Quadratic-Linear
Programming},
booktitle = {{NIPS}},
pages = {1964--1972},
publisher = {Curran Associates, Inc.},
year = {2009}
}
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