A Comprehensive Survey on Self-Supervised Learning for Recommendation.

Chao Huang 0001 University of Hong Kong, Department of Computer Science, Data Mining and Intelligence Lab@HKU, Hong Kong JD Finance America Corporation, Mountain View, CA, USA University of Notre Dame, Department of Computer Science and Engineering, IN, USA https://sites.google.com/view/chaoh https://scholar.google.com/citations?user=Zkv9FqwAAAAJ https://orcid.org/0000-0002-2062-1512 https://orcid.org/0000-0003-3800-5766 https://www.wikidata.org/entity/Q130799679 Chao Huang Chao Huang 0002 University of Science and Technology Beijing, School of Computer and Communication Engineering, China Guangdong University of Technology, Department of Electrical Engineering, School of Automation, Guangzhou, China City University of Hong Kong, Department of Systems Engineering and Engineering Management, Hong Kong https://orcid.org/0000-0002-8012-3697 Chao Huang 0003 University of Electronic Science and Technology of China, School of Electronic Engineering, Chengdu, China Chao Huang 0004 Shenzhen University, College of Mathematics and Statistics, China Sun Yat-Sen University, School of Mathematics, Guangzhou, China https://orcid.org/0000-0001-8870-2661 https://www.scopus.com/authid/detail.uri?authorId=39061544900 Chao Huang 0005 Florida State University, Department of Statistics, Tallahassee, FL, USA University of North Carolina at Chapel Hill, Department of Biostatistics / Biomedical Research Imaging Center, NC, USA Southeast University, Department of Mathematics, Nanjing, China https://ani.stat.fsu.edu/~chaohuang/ https://scholar.google.com/citations?user=4qEv4iAAAAAJ https://github.com/chaohstat https://orcid.org/0000-0002-1157-4291 https://www.wikidata.org/entity/Q86796968 https://mathgenealogy.org/id.php?id=250836 Chao Huang 0006 Hong Kong Polytechnic University, Department of Industrial and Systems Engineering, Hong Kong Nanyang Technological University, School of Mechanical and Aerospace Engineering, Singapore University of Wollongong, School of Electrical Computer and Telecommunications Engineering, NSW, Australia https://www.polyu.edu.hk/ise/people/academic-staff/chao-huang/ https://scholar.google.com/citations?user=oANU1j4AAAAJ https://www.linkedin.com/in/chao-huang-911755ab https://orcid.org/0000-0003-3023-4388 https://ieeexplore.ieee.org/author/37086881421 Chao Huang 0007 Nanjing Audit University, Institute for Social and Economic Research, China Shanghai University of Finance and Economics, School of Economics, China https://chaohuang16.weebly.com/ https://orcid.org/0000-0001-5235-5805 https://www.researcherid.com/rid/J-1230-2017 https://www.scopus.com/authid/detail.uri?authorId=57194423855 https://publons.com/researcher/2099446 Chao Huang 0008 Sun Yat-sen University, School of Cyber Science and Technology, Shenzhen, China Harbin Institute of Technology, Shenzhen, China Peng Cheng Laboratory, China Ningbo University, Faculty of Information Science and Engineering, China https://orcid.org/0000-0003-1490-2171 https://orcid.org/0009-0006-2244-638X https://www.wikidata.org/entity/Q131165348 Chao Huang 0009 Zhejiang University, School of Public Health / Women's Hospital School of Medicine, Hangzhou, China Chinese Academy of Sciences, Institute of Computing Technology, MIRACLE / Key Lab of Intelligent Information Processing, Beijing, China https://orcid.org/0000-0003-4974-2649 https://www.wikidata.org/entity/Q96577446 Chao Huang 0010 Fujian Normal University, College of Mathematics and Informatics / Digital Fujian Internet-of-Things Laboratory of Environmental Monitoring , Fuzhou, China https://orcid.org/0000-0002-4640-2887 Chao Huang 0011 Microsoft Research Asia, Beijing, China Chao Huang 0012 Beihang University, School of Cyber Science and Technology, Beijing, China Southwest Petroleum University, Research Center for Cyber Security, Chengdu, China https://orcid.org/0000-0002-8083-2135 Chao Huang 0013 University of Tokyo, Department of Mechanical Engineering, Japan Tsinghua University, State Key Laboratory of Automotive Energy and Safety, Beijing, China https://scholar.google.com/citations?user=caaDgx0AAAAJ https://orcid.org/0000-0003-0474-6662 https://ieeexplore.ieee.org/author/37086926800 Chao Huang 0014 National Institute of Informatics, Tokyo, Japan Northeastern University, College of information science and engineering, Shenyang, China https://orcid.org/0000-0002-6179-7514 Chao Huang 0015 University of Liverpool, Department of Computer Science, Liverpool, UK Northwestern University, Department of Electrical and Computer Engineering, Evanston, IL, USA https://chaohuang2018.github.io/main/ https://scholar.google.com/citations?user=GbY72eIAAAAJ https://orcid.org/0000-0002-9300-1787 https://www.researchgate.net/profile/Chao-Huang-25 https://ieeexplore.ieee.org/author/37086605980 Chao Huang 0016 Tencent Hippocrates Research Lab, Palo Alto, CA, USA Washington University, Department of Biomedical Engineering, St. Louis, MO, USA China Academy of Engineering Physics, Institute of Fluid Physics, Mianyang, China https://scholar.google.com/citations?user=upErNpgAAAAJ https://www.linkedin.com/in/chao-huang-70581736 https://ieeexplore.ieee.org/author/38667759400 Chao Huang 0017 Tianjin University of Technology, China https://orcid.org/0000-0003-0868-8877 Chao Huang 0018 Tongji University, Department of Control Science and Engineering, Shanghai Institute of Intelligent Science and Technology, Shanghai, China Hangzhou Dianzi University, School of Automation, Hangzhou, China Australian National University, Research School of Engineering, Canberra, Australia Zhejiang University, College of Electrical Engineering, Hangzhou, China https://orcid.org/0000-0002-6951-8137 https://ieeexplore.ieee.org/author/37088473652 Chao Huang 0019 Chinese Academy of Sciences, Shanghai Astronomical Observatory, Shanghai, China University of Chinese Academy of Sciences, School of Astronomy and Space Science, Beijing, China https://orcid.org/0000-0003-4908-7832 Chao Huang 0020 Kyoto University, Disaster Prevention Research Institute, Kyoto, Japan https://orcid.org/0000-0001-8775-3192 Chao Huang 0021 Nanjing Normal University, School of Electrical and Automation Engineering, Nanjing, China https://orcid.org/0000-0002-7802-5342 https://ieeexplore.ieee.org/author/37087466314 Chao Huang 0022 Jinzhou Medical University, Medical Department of the First Affiliated Hospital, Jinzhou, China https://orcid.org/0000-0003-3179-407X Chao Huang 0023 Wuhan University, School of Geodesy and Geomatics, Wuhan, China https://orcid.org/0000-0001-8611-7653 Chao Huang 0024 Xiamen Great Power Geo Information Technology Company Ltd., Xiamen, China https://orcid.org/0000-0002-0887-1316 https://ieeexplore.ieee.org/author/37087123503 Chao Huang 0025 Chongqing University of Science and Technology, School of Safety Engineering, Chongqing, China https://orcid.org/0000-0002-6344-048X https://ieeexplore.ieee.org/author/37087225767 Chao Huang 0026 Alibaba Group Zhejiang University, College of Computer Science, Zhejiang Provincial Key Laboratory of Service Robot, Hangzhou , China https://ieeexplore.ieee.org/author/37717066000 Chao Huang 0027 Kent State University, Cognitive Robotics and AI Lab, CRAI, College of Aeronautics and Engineering, OH, USA Chao Huang 0028 Montclair State University, School of Computing, NJ, USA UC Davis, Department of Computer Science, CA, USA Chinese University of Hong Kong, Department of Information Engineering, Hong Kong https://orcid.org/0000-0003-0070-2160 https://orcid.org/0000-0001-7309-2303 https://felixchaohuang.github.io/ https://www.montclair.edu/profilepages/view_profile.php?username=huangch https://ieeexplore.ieee.org/author/37087325255 Chao Huang 0029 University of Illinois, Urbana-Champaign, Department of Computer Science, Thomas M.Siebel Center, Department of Computer Science, Urbana, IL, USA Chao Huang 0030 Northwest A&F University, Lab of Systems Pharmacology, Center of Bioinformatics, College of Life Science, Yangling, China, https://orcid.org/0000-0003-1186-0973 Chao Huang 0031 Jiangxi Agricultural University, College of Forestry, Nanchang, China Chinese Academy of Sciences, CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Shenyang, China https://orcid.org/0000-0001-9249-7277 Chao Huang 0032 Chinese Academy of Sciences, Shanghai Advanced Research Institute, China University of Chinese Academy of Sciences, School of Electronic, Electrical and Communication Engineering, Beijing, China https://orcid.org/0000-0002-6611-3425 Chao Huang 0033 University of Rochester, Department of Computer Science, NY, USA https://orcid.org/0000-0002-1469-1020 Chao Huang 0034 National University of Defense Technology, College of Electronic Engineering, Hefei, China https://orcid.org/0009-0002-4959-4025

Xubin Ren Wei Wei 0027 Lianghao Xia Chao Huang 0001 A Comprehensive Survey on Self-Supervised Learning for Recommendation. 22:1-22:38 2026 January 58 ACM Comput. Surv. 1 https://doi.org/10.1145/3746280 db/journals/csur/csur58.html#RenWXH26 streams/journals/csur

Jingyuan Wang 0001 Yankai Chen 0001 Zhonghang Li 0004 Chao Huang 0001 LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? 2635-2663 2026 ACL (1) https://aclanthology.org/2026.acl-long.122/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#WangCLH26 Xingchen Zou Yuhao Yang 0002 Zheng Chen Xixuan Hao Yiqi Chen Chao Huang 0001 Yuxuan Liang 0002 Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems. 21823-21838 2026 ACL (1) https://aclanthology.org/2026.acl-long.995/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#ZouYCHCHL26 Tianyu Fan Jingyuan Wang 0001 Xubin Ren Chao Huang 0001 MiniRAG: A Lightweight RAG system with Small Language Models. 37121-37144 2026 ACL (1) https://aclanthology.org/2026.acl-long.1721/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#FanWRH26 Xubin Ren Lingrui Xu Long Xia Shuaiqiang Wang Dawei Yin 0001 Chao Huang 0001 VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos. 2390-2401 2026 KDD (1) https://doi.org/10.1145/3770854.3783944 conf/kdd/2026-1 db/conf/kdd/kdd2026-1.html#RenXXWYH26

Zhonghang Li Zongwei Li 0004 Yuxuan Chen Han Shi Jiawei Li Jierun Chen Haoli Bai Chao Huang 0001 FastCode: Fast and Cost-Efficient Code Understanding and Reasoning. 2026 March abs/2603.01012 CoRR https://doi.org/10.48550/arXiv.2603.01012 db/journals/corr/corr2603.html#abs-2603-01012 streams/journals/corr

Bingxi Zhao Jiahao Zhang Xubin Ren Zirui Guo Tianzhe Chu Yi Ma Chao Huang 0001 DeepTutor: Towards Agentic Personalized Tutoring. 2026 April abs/2604.26962 CoRR https://doi.org/10.48550/arXiv.2604.26962 db/journals/corr/corr2604.html#abs-2604-26962 streams/journals/corr

Zhonghang Li Lianghao Xia Xubin Ren Jiabin Tang Tianyi Chen Yong Xu 0007 Chao Huang 0001 Urban Computing in the Era of Large Language Models. 146:1-146:43 2025 December 16 ACM Trans. Intell. Syst. Technol. 6 https://doi.org/10.1145/3768163 db/journals/tist/tist16.html#LiXRTCXH25 streams/journals/tist

Xiang Li 0111 Chaofan Fu Zhongying Zhao 0001 Guangjie Zheng Chao Huang 0001 Yanwei Yu Junyu Dong Dual-Channel Multiplex Graph Neural Networks for Recommendation. 3327-3341 2025 June 37 IEEE Trans. Knowl. Data Eng. 6 https://doi.org/10.1109/TKDE.2025.3544081 db/journals/tkde/tkde37.html#LiFZZHYD25 streams/journals/tkde

Yu Luo 0004 Xuanrong Chen Jie Ling 0002 Chao Huang 0001 Wei Zhou 0021 Guanghui Yue 0001 Unsupervised Low-Light Image Enhancement With Self-Paced Learning. 1808-1820 2025 27 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2024.3521752 db/journals/tmm/tmm27.html#LuoCLHZY25 streams/journals/tmm

Yangqin Jiang Yuhao Yang 0002 Lianghao Xia Da Luo Kangyi Lin Chao Huang 0001 RecLM: Recommendation Instruction Tuning. 15443-15459 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.751 https://aclanthology.org/2025.acl-long.751/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#Jiang0XLL025 Yangqin Jiang Xubin Ren Lianghao Xia Da Luo Kangyi Lin Chao Huang 0001 RecGPT: A Foundation Model for Sequential Recommendation. 10129-10143 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.513 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#JiangRXLLH25 streams/conf/emnlp Zirui Guo Lianghao Xia Yanhua Yu Tu Ao Chao Huang 0001 LightRAG: Simple and Fast Retrieval-Augmented Generation. EMNLP (Findings) 2025 10746-10761 conf/emnlp/2025f https://doi.org/10.18653/v1/2025.findings-emnlp.568 https://aclanthology.org/2025.findings-emnlp.568/ db/conf/emnlp/emnlp2025f.html#GuoXYAH25 streams/conf/emnlp Xubin Ren Chao Huang 0001 EasyRec: Simple yet Effective Language Models for Recommendation. 17717-17732 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.894 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#RenH25 streams/conf/emnlp Yuhao Yang 0002 Jiabin Tang Lianghao Xia Xingchen Zou Yuxuan Liang 0002 Chao Huang 0001 GraphAgent: Agentic Graph Language Assistant. 26349-26368 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1339 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#YangTXZLH25 streams/conf/emnlp Xingchen Zou Jiani Huang 0001 Xixuan Hao Yuhao Yang 0002 Haomin Wen Yibo Yan Chao Huang 0001 Chao Chen 0004 Yuxuan Liang 0002 Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs. 244-256 2025 SIGSPATIAL/GIS https://doi.org/10.1145/3748636.3762727 conf/gis/2025 db/conf/gis/gis2025.html#Zou0H0WY00025 Jiayi Ye Yanbo Wang 0005 Yue Huang 0001 Dongping Chen Qihui Zhang Nuno Moniz Tian Gao Werner Geyer Chao Huang 0001 Pin-Yu Chen Nitesh V. Chawla Xiangliang Zhang 0001 Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge. 2025 ICLR https://openreview.net/forum?id=3GTtZFiajM conf/iclr/2025 db/conf/iclr/iclr2025.html#YeWHCZMGG0CC025 Jiahao Ji Wentao Zhang Jingyuan Wang 0001 Chao Huang 0001 Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction. 577-588 2025 KDD (1) https://doi.org/10.1145/3690624.3709201 conf/kdd/2025-1 db/conf/kdd/kdd2025-1.html#JiZW025 Guoxuan Chen Lianghao Xia Chao Huang 0001 Pre-training for Recommendation Unlearning. 2112-2121 2025 SIGIR https://doi.org/10.1145/3726302.3730060 conf/sigir/2025 db/conf/sigir/sigir2025.html#ChenX025 Zongwei Li 0004 Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang Chao Huang 0001 DiffGraph: Heterogeneous Graph Diffusion Model. 40-49 2025 WSDM https://doi.org/10.1145/3701551.3703590 conf/wsdm/2025 db/conf/wsdm/wsdm2025.html#LiXHZW025 Lianghao Xia Meiyan Xie Yong Xu 0007 Chao Huang 0001 MixRec: Heterogeneous Graph Collaborative Filtering. 136-145 2025 WSDM https://doi.org/10.1145/3701551.3703591 conf/wsdm/2025 db/conf/wsdm/wsdm2025.html#XiaX0H25 Guoxuan Chen Lianghao Xia Chao Huang 0001 LightGNN: Simple Graph Neural Network for Recommendation. 549-558 2025 WSDM https://doi.org/10.1145/3701551.3703536 conf/wsdm/2025 db/conf/wsdm/wsdm2025.html#ChenXH25

Zongwei Li 0004 Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang Chao Huang 0001 DiffGraph: Heterogeneous Graph Diffusion Model. 2025 January abs/2501.02313 CoRR https://doi.org/10.48550/arXiv.2501.02313 db/journals/corr/corr2501.html#abs-2501-02313 streams/journals/corr

Guoxuan Chen Lianghao Xia Chao Huang 0001 LightGNN: Simple Graph Neural Network for Recommendation. 2025 January abs/2501.03228 CoRR https://doi.org/10.48550/arXiv.2501.03228 db/journals/corr/corr2501.html#abs-2501-03228 streams/journals/corr

Tianyu Fan Jingyuan Wang 0001 Xubin Ren Chao Huang 0001 MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation. 2025 January abs/2501.06713 CoRR https://doi.org/10.48550/arXiv.2501.06713 db/journals/corr/corr2501.html#abs-2501-06713 streams/journals/corr

Xubin Ren Lingrui Xu Long Xia Shuaiqiang Wang Dawei Yin 0001 Chao Huang 0001 VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos. 2025 February abs/2502.01549 CoRR https://doi.org/10.48550/arXiv.2502.01549 db/journals/corr/corr2502.html#abs-2502-01549 streams/journals/corr

Jiabin Tang Tianyu Fan Chao Huang 0001 AutoAgent: A Fully-Automated and Zero-Code Framework for LLM Agents. 2025 February abs/2502.05957 CoRR https://doi.org/10.48550/arXiv.2502.05957 db/journals/corr/corr2502.html#abs-2502-05957 streams/journals/corr

Ling Team Binwei Zeng Chao Huang 0001 Chao Zhang Changxin Tian Cong Chen Dingnan Jin Feng Yu Feng Zhu 0011 Feng Yuan Fakang Wang Gangshan Wang Guangyao Zhai Haitao Zhang Huizhong Li Jun Zhou 0011 Jia Liu Junpeng Fang Junjie Ou Jun Hu Ji Luo Ji Zhang 0001 Jian Liu 0001 Jian Sha Jianxue Qian Jiewei Wu Junping Zhao Jianguo Li Jubao Feng Jingchao Di Junming Xu Jinghua Yao Kuan Xu Kewei Du Longfei Li Lei Liang Lu Yu 0006 Li Tang Lin Ju Peng Xu 0002 Qing Cui Song Liu Shicheng Li Shun Song Song Yan Tengwei Cai Tianyi Chen Ting Guo 0003 Ting Huang Tao Feng 0007 Tao Wu Wei Wu 0014 Xiaolu Zhang Xueming Yang Xin Zhao 0018 Xiaobo Hu Xin Lin 0005 Yao Zhao Yilong Wang Yongzhen Guo Yuanyuan Wang Yue Yang Yang Cao 0011 Yuhao Fu Yi Xiong Yanzhe Li Zhe Li Zhiqiang Zhang 0012 Ziqi Liu Zhaoxin Huan Zujie Wen Zhenhang Sun Zhuoxuan Du Zhengyu He Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs. 2025 March abs/2503.05139 CoRR https://doi.org/10.48550/arXiv.2503.05139 db/journals/corr/corr2503.html#abs-2503-05139 streams/journals/corr

Zhonghang Li Lianghao Xia Xubin Ren Jiabin Tang Tianyi Chen Yong Xu 0007 Chao Huang 0001 Urban Computing in the Era of Large Language Models. 2025 April abs/2504.02009 CoRR https://doi.org/10.48550/arXiv.2504.02009 db/journals/corr/corr2504.html#abs-2504-02009 streams/journals/corr

Jiabin Tang Lianghao Xia Zhonghang Li Chao Huang 0001 AI-Researcher: Autonomous Scientific Innovation. 2025 May abs/2505.18705 CoRR https://doi.org/10.48550/arXiv.2505.18705 db/journals/corr/corr2505.html#abs-2505-18705 streams/journals/corr

Guoxuan Chen Lianghao Xia Chao Huang 0001 Pre-training for Recommendation Unlearning. 2025 May abs/2505.22649 CoRR https://doi.org/10.48550/arXiv.2505.22649 db/journals/corr/corr2505.html#abs-2505-22649 streams/journals/corr

Yangqin Jiang Xubin Ren Lianghao Xia Da Luo Kangyi Lin Chao Huang 0001 RecGPT: A Foundation Model for Sequential Recommendation. 2025 June abs/2506.06270 CoRR https://doi.org/10.48550/arXiv.2506.06270 db/journals/corr/corr2506.html#abs-2506-06270 streams/journals/corr

Xingchen Zou Yuhao Yang 0002 Zheng Chen Xixuan Hao Yiqi Chen Chao Huang 0001 Yuxuan Liang 0002 Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems. 2025 August abs/2508.02344 CoRR https://doi.org/10.48550/arXiv.2508.02344 db/journals/corr/corr2508.html#abs-2508-02344 streams/journals/corr

Jingyuan Wang 0001 Yankai Chen 0001 Zhonghang Li Chao Huang 0001 LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? 2025 October abs/2510.07962 CoRR https://doi.org/10.48550/arXiv.2510.07962 db/journals/corr/corr2510.html#abs-2510-07962 streams/journals/corr

Zirui Guo Xubin Ren Lingrui Xu Jiahao Zhang Chao Huang 0001 RAG-Anything: All-in-One RAG Framework. 2025 October abs/2510.12323 CoRR https://doi.org/10.48550/arXiv.2510.12323 db/journals/corr/corr2510.html#abs-2510-12323 streams/journals/corr

Zongwei Li 0004 Zhonghang Li Zirui Guo Xubin Ren Chao Huang 0001 DeepCode: Open Agentic Coding. 2025 December abs/2512.07921 CoRR https://doi.org/10.48550/arXiv.2512.07921 db/journals/corr/corr2512.html#abs-2512-07921 streams/journals/corr

Tianyu Fan Yuhao Yang 0002 Yangqin Jiang Yifei Zhang Yuxuan Chen Chao Huang 0001 AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets. 2025 December abs/2512.10971 CoRR https://doi.org/10.48550/arXiv.2512.10971 db/journals/corr/corr2512.html#abs-2512-10971 streams/journals/corr

Chaofan Fu Pengyang Yu Yanwei Yu Chao Huang 0001 Zhongying Zhao 0001 Junyu Dong MHGCN+: Multiplex Heterogeneous Graph Convolutional Network. 51:1-51:25 2024 June 15 ACM Trans. Intell. Syst. Technol. 3 https://doi.org/10.1145/3650046 db/journals/tist/tist15.html#FuYYHZD24

Wei Chen 0070 Chao Huang 0001 Yanwei Yu Yongguo Jiang Junyu Dong Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks. 85:1-85:22 2024 May 18 ACM Trans. Knowl. Discov. Data 4 https://doi.org/10.1145/3635718 db/journals/tkdd/tkdd18.html#ChenHYJD24

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Liefeng Bo Multi-Behavior Graph Neural Networks for Recommender System. 5473-5487 2024 April 35 IEEE Trans. Neural Networks Learn. Syst. 4 https://doi.org/10.1109/TNNLS.2022.3204775 db/journals/tnn/tnn35.html#XiaHXDB24

Shuzhe Li Wei Chen 0070 Bin Wang 0045 Chao Huang 0001 Yanwei Yu Junyu Dong MCN4Rec: Multi-level Collaborative Neural Network for Next Location Recommendation. 105:1-105:26 2024 July 42 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/3643669 https://www.wikidata.org/entity/Q129209837 db/journals/tois/tois42.html#LiCWHYD24

Zongwei Li 0004 Lianghao Xia Chao Huang 0001 RecDiff: Diffusion Model for Social Recommendation. 1346-1355 2024 CIKM https://doi.org/10.1145/3627673.3679630 conf/cikm/2024 db/conf/cikm/cikm2024.html#LiX024 Jiabin Tang Wei Wei 0027 Lianghao Xia Chao Huang 0001 EasyST: A Simple Framework for Spatio-Temporal Prediction. 2220-2229 2024 CIKM https://doi.org/10.1145/3627673.3679749 conf/cikm/2024 db/conf/cikm/cikm2024.html#Tang0X024 Qiyao Ma Xubin Ren Chao Huang 0001 XRec: Large Language Models for Explainable Recommendation. 391-402 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.22 https://aclanthology.org/2024.findings-emnlp.22 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#MaR024 Lianghao Xia Ben Kao Chao Huang 0001 OpenGraph: Towards Open Graph Foundation Models. 2365-2379 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.132 https://aclanthology.org/2024.findings-emnlp.132 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#XiaK024 Qianru Zhang Lianghao Xia Xuheng Cai Siu-Ming Yiu Chao Huang 0001 Christian S. Jensen Graph Augmentation for Recommendation. 557-569 2024 ICDE https://doi.org/10.1109/ICDE60146.2024.00049 conf/icde/2024 db/conf/icde/icde2024.html#ZhangXCY0J24 Zhonghang Li Lianghao Xia Yong Xu 0007 Chao Huang 0001 FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction. 2024 ICML https://proceedings.mlr.press/v235/li24bw.html https://openreview.net/forum?id=vye4OgLaTy conf/icml/2024 db/conf/icml/icml2024.html#LiX0024 28978-28988 Guangming Sheng Junwei Su Chao Huang 0001 Chuan Wu 0001 MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline. 2651-2662 2024 KDD https://doi.org/10.1145/3637528.3671844 conf/kdd/2024 db/conf/kdd/kdd2024.html#ShengSH024 Jiabin Tang Yuhao Yang 0002 Wei Wei 0027 Lei Shi Long Xia Dawei Yin 0001 Chao Huang 0001 HiGPT: Heterogeneous Graph Language Model. 2842-2853 2024 KDD https://doi.org/10.1145/3637528.3671987 https://www.wikidata.org/entity/Q130799682 conf/kdd/2024 db/conf/kdd/kdd2024.html#TangY0SXY024 Zhonghang Li Lianghao Xia Jiabin Tang Yong Xu 0007 Lei Shi Long Xia Dawei Yin 0001 Chao Huang 0001 UrbanGPT: Spatio-Temporal Large Language Models. 5351-5362 2024 KDD https://doi.org/10.1145/3637528.3671578 https://www.wikidata.org/entity/Q130872387 conf/kdd/2024 db/conf/kdd/kdd2024.html#LiXT0SXYH24 Xubin Ren Jiabin Tang Dawei Yin 0001 Nitesh V. Chawla Chao Huang 0001 A Survey of Large Language Models for Graphs. 6616-6626 2024 KDD https://doi.org/10.1145/3637528.3671460 https://www.wikidata.org/entity/Q131012639 conf/kdd/2024 db/conf/kdd/kdd2024.html#RenTYCH24 Yangqin Jiang Lianghao Xia Wei Wei 0027 Da Luo Kangyi Lin Chao Huang 0001 DiffMM: Multi-Modal Diffusion Model for Recommendation. 7591-7599 2024 ACM Multimedia https://doi.org/10.1145/3664647.3681498 https://www.wikidata.org/entity/Q131168485 conf/mm/2024 db/conf/mm/mm2024.html#JiangX0LLH24 Xu Liu 0014 Yuxuan Liang 0002 Chao Huang 0001 Hengchang Hu Yushi Cao Bryan Hooi Roger Zimmermann Reinventing Node-centric Traffic Forecasting for Improved Accuracy and Efficiency. 21-38 2024 ECML/PKDD (3) https://doi.org/10.1007/978-3-031-70352-2_2 conf/pkdd/2024-3 db/conf/pkdd/pkdd2024-3.html#LiuLHHCHZ24 streams/conf/pkdd Jiabin Tang Yuhao Yang 0002 Wei Wei 0027 Lei Shi Lixin Su Suqi Cheng Dawei Yin 0001 Chao Huang 0001 GraphGPT: Graph Instruction Tuning for Large Language Models. 2024 SIGIR https://doi.org/10.1145/3626772.3657775 https://www.wikidata.org/entity/Q130867622 conf/sigir/2024 db/conf/sigir/sigir2024.html#Tang00SSCY024 491-500 Yuxi Liu 0005 Lianghao Xia Chao Huang 0001 SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation. 2024 SIGIR https://doi.org/10.1145/3626772.3657716 conf/sigir/2024 db/conf/sigir/sigir2024.html#LiuXH24 1609-1618 Yangqin Jiang Yuhao Yang 0002 Lianghao Xia Chao Huang 0001 DiffKG: Knowledge Graph Diffusion Model for Recommendation. 313-321 2024 WSDM https://doi.org/10.1145/3616855.3635850 https://www.wikidata.org/entity/Q130845102 conf/wsdm/2024 db/conf/wsdm/wsdm2024.html#JiangYXH24 Xubin Ren Lianghao Xia Yuhao Yang 0002 Wei Wei 0027 Tianle Wang 0006 Xuheng Cai Chao Huang 0001 SSLRec: A Self-Supervised Learning Framework for Recommendation. 567-575 2024 WSDM https://doi.org/10.1145/3616855.3635814 conf/wsdm/2024 db/conf/wsdm/wsdm2024.html#RenXY00CH24 Wei Wei 0027 Xubin Ren Jiabin Tang Qinyong Wang Lixin Su Suqi Cheng Junfeng Wang 0009 Dawei Yin 0001 Chao Huang 0001 LLMRec: Large Language Models with Graph Augmentation for Recommendation. 806-815 2024 WSDM https://doi.org/10.1145/3616855.3635853 https://www.wikidata.org/entity/Q130869756 conf/wsdm/2024 db/conf/wsdm/wsdm2024.html#WeiRTWSCWYH24 Chao Huang 0001 Xubin Ren Jiabin Tang Dawei Yin 0001 Nitesh V. Chawla Large Language Models for Graphs: Progresses and Directions. 1284-1287 2024 WWW (Companion Volume) https://doi.org/10.1145/3589335.3641251 https://www.wikidata.org/entity/Q131012091 conf/www/2024c db/conf/www/www2024c.html#0001RTYC24 Wei Wei 0027 Jiabin Tang Lianghao Xia Yangqin Jiang Chao Huang 0001 PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning. 3217-3228 2024 WWW https://doi.org/10.1145/3589334.3645359 conf/www/2024 db/conf/www/www2024.html#WeiTXJH24 Xubin Ren Wei Wei 0027 Lianghao Xia Lixin Su Suqi Cheng Junfeng Wang 0009 Dawei Yin 0001 Chao Huang 0001 Representation Learning with Large Language Models for Recommendation. 3464-3475 2024 WWW https://doi.org/10.1145/3589334.3645458 https://www.wikidata.org/entity/Q130872279 conf/www/2024 db/conf/www/www2024.html#RenWXSCWY024 Yuhao Yang 0002 Lianghao Xia Da Luo Kangyi Lin Chao Huang 0001 GraphPro: Graph Pre-training and Prompt Learning for Recommendation. 3690-3699 2024 WWW https://doi.org/10.1145/3589334.3645546 conf/www/2024 db/conf/www/www2024.html#0002XLL024

Guangming Sheng Junwei Su Chao Huang 0001 Chuan Wu 0001 MSPipe: Efficient Temporal GNN Training via Staleness-aware Pipeline. 2024 abs/2402.15113 CoRR https://doi.org/10.48550/arXiv.2402.15113 db/journals/corr/corr2402.html#abs-2402-15113

Zirui Guo Lianghao Xia Yanhua Yu Yuling Wang Zixuan Yang 0001 Wei Wei 0027 Liang Pang 0001 Tat-Seng Chua Chao Huang 0001 GraphEdit: Large Language Models for Graph Structure Learning. 2024 abs/2402.15183 CoRR https://doi.org/10.48550/arXiv.2402.15183 db/journals/corr/corr2402.html#abs-2402-15183

Jiabin Tang Yuhao Yang 0002 Wei Wei 0027 Lei Shi Long Xia Dawei Yin 0001 Chao Huang 0001 HiGPT: Heterogeneous Graph Language Model. 2024 abs/2402.16024 CoRR https://doi.org/10.48550/arXiv.2402.16024 db/journals/corr/corr2402.html#abs-2402-16024

Wei Wei 0027 Jiabin Tang Yangqin Jiang Lianghao Xia Chao Huang 0001 PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning. 2024 abs/2402.17188 CoRR https://doi.org/10.48550/arXiv.2402.17188 db/journals/corr/corr2402.html#abs-2402-17188

Zhonghang Li Lianghao Xia Jiabin Tang Yong Xu 0007 Lei Shi Long Xia Dawei Yin 0001 Chao Huang 0001 UrbanGPT: Spatio-Temporal Large Language Models. 2024 abs/2403.00813 CoRR https://doi.org/10.48550/arXiv.2403.00813 db/journals/corr/corr2403.html#abs-2403-00813

Lianghao Xia Ben Kao Chao Huang 0001 OpenGraph: Towards Open Graph Foundation Models. 2024 abs/2403.01121 CoRR https://doi.org/10.48550/arXiv.2403.01121 db/journals/corr/corr2403.html#abs-2403-01121

Xiang Li 0111 Chaofan Fu Zhongying Zhao 0001 Guanjie Zheng Chao Huang 0001 Junyu Dong Yanwei Yu Dual-Channel Multiplex Graph Neural Networks for Recommendation. 2024 abs/2403.11624 CoRR https://doi.org/10.48550/arXiv.2403.11624 db/journals/corr/corr2403.html#abs-2403-11624

Qianru Zhang Lianghao Xia Xuheng Cai Siu-Ming Yiu Chao Huang 0001 Christian S. Jensen Graph Augmentation for Recommendation. 2024 abs/2403.16656 CoRR https://doi.org/10.48550/arXiv.2403.16656 db/journals/corr/corr2403.html#abs-2403-16656

Xubin Ren Wei Wei 0027 Lianghao Xia Chao Huang 0001 A Comprehensive Survey on Self-Supervised Learning for Recommendation. 2024 abs/2404.03354 CoRR https://doi.org/10.48550/arXiv.2404.03354 db/journals/corr/corr2404.html#abs-2404-03354

Xubin Ren Jiabin Tang Dawei Yin 0001 Nitesh V. Chawla Chao Huang 0001 A Survey of Large Language Models for Graphs. 2024 abs/2405.08011 CoRR https://doi.org/10.48550/arXiv.2405.08011 db/journals/corr/corr2405.html#abs-2405-08011

Xingchen Zou Jiani Huang 0001 Xixuan Hao Yuhao Yang 0002 Haomin Wen Yibo Yan Chao Huang 0001 Yuxuan Liang 0002 Learning Geospatial Region Embedding with Heterogeneous Graph. 2024 abs/2405.14135 CoRR https://doi.org/10.48550/arXiv.2405.14135 db/journals/corr/corr2405.html#abs-2405-14135

Zhonghang Li Lianghao Xia Yong Xu 0007 Chao Huang 0001 FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction. 2024 abs/2405.17898 CoRR https://doi.org/10.48550/arXiv.2405.17898 db/journals/corr/corr2405.html#abs-2405-17898

Yuxi Liu 0005 Lianghao Xia Chao Huang 0001 SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation. 2024 abs/2405.20878 CoRR https://doi.org/10.48550/arXiv.2405.20878 db/journals/corr/corr2405.html#abs-2405-20878

Zongwei Li 0004 Lianghao Xia Chao Huang 0001 RecDiff: Diffusion Model for Social Recommendation. 2024 abs/2406.01629 CoRR https://doi.org/10.48550/arXiv.2406.01629 db/journals/corr/corr2406.html#abs-2406-01629

Qiyao Ma Xubin Ren Chao Huang 0001 XRec: Large Language Models for Explainable Recommendation. 2024 abs/2406.02377 CoRR https://doi.org/10.48550/arXiv.2406.02377 db/journals/corr/corr2406.html#abs-2406-02377

Yangqin Jiang Lianghao Xia Wei Wei 0027 Da Luo Kangyi Lin Chao Huang 0001 DiffMM: Multi-Modal Diffusion Model for Recommendation. 2024 abs/2406.11781 CoRR https://doi.org/10.48550/arXiv.2406.11781 db/journals/corr/corr2406.html#abs-2406-11781 streams/journals/corr

Xubin Ren Chao Huang 0001 EasyRec: Simple yet Effective Language Models for Recommendation. 2024 abs/2408.08821 CoRR https://doi.org/10.48550/arXiv.2408.08821 db/journals/corr/corr2408.html#abs-2408-08821 streams/journals/corr

Zhonghang Li Long Xia Lei Shi Yong Xu 0007 Dawei Yin 0001 Chao Huang 0001 OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction. 2024 abs/2408.10269 CoRR https://doi.org/10.48550/arXiv.2408.10269 db/journals/corr/corr2408.html#abs-2408-10269 streams/journals/corr

Lianghao Xia Chao Huang 0001 AnyGraph: Graph Foundation Model in the Wild. 2024 abs/2408.10700 CoRR https://doi.org/10.48550/arXiv.2408.10700 db/journals/corr/corr2408.html#abs-2408-10700 streams/journals/corr

Jiabin Tang Wei Wei 0027 Lianghao Xia Chao Huang 0001 EasyST: A Simple Framework for Spatio-Temporal Prediction. 2024 abs/2409.06748 CoRR https://doi.org/10.48550/arXiv.2409.06748 db/journals/corr/corr2409.html#abs-2409-06748 streams/journals/corr

Jiayi Ye Yanbo Wang 0005 Yue Huang 0001 Dongping Chen Qihui Zhang Nuno Moniz Tian Gao Werner Geyer Chao Huang 0001 Pin-Yu Chen Nitesh V. Chawla Xiangliang Zhang 0001 Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge. 2024 abs/2410.02736 CoRR https://doi.org/10.48550/arXiv.2410.02736 db/journals/corr/corr2410.html#abs-2410-02736 streams/journals/corr

Zirui Guo Lianghao Xia Yanhua Yu Tu Ao Chao Huang 0001 LightRAG: Simple and Fast Retrieval-Augmented Generation. 2024 abs/2410.05779 CoRR https://doi.org/10.48550/arXiv.2410.05779 db/journals/corr/corr2410.html#abs-2410-05779 streams/journals/corr

Xiang Li 0111 Changsheng Shui Yanwei Yu Chao Huang 0001 Zhongying Zhao 0001 Junyu Dong Multi-Channel Hypergraph Contrastive Learning for Matrix Completion. 2024 abs/2411.01376 CoRR https://doi.org/10.48550/arXiv.2411.01376 db/journals/corr/corr2411.html#abs-2411-01376 streams/journals/corr

Lianghao Xia Meiyan Xie Yong Xu 0007 Chao Huang 0001 MixRec: Heterogeneous Graph Collaborative Filtering. 2024 abs/2412.13825 CoRR https://doi.org/10.48550/arXiv.2412.13825 db/journals/corr/corr2412.html#abs-2412-13825 streams/journals/corr

Yuhao Yang 0002 Jiabin Tang Lianghao Xia Xingchen Zou Yuxuan Liang 0002 Chao Huang 0001 GraphAgent: Agentic Graph Language Assistant. 2024 abs/2412.17029 CoRR https://doi.org/10.48550/arXiv.2412.17029 db/journals/corr/corr2412.html#abs-2412-17029 streams/journals/corr

Yangqin Jiang Yuhao Yang 0002 Lianghao Xia Da Luo Kangyi Lin Chao Huang 0001 RecLM: Recommendation Instruction Tuning. 2024 abs/2412.19302 CoRR https://doi.org/10.48550/arXiv.2412.19302 db/journals/corr/corr2412.html#abs-2412-19302 streams/journals/corr

Yunfei Shi Bin Wang 0045 Yanwei Yu Xianfeng Tang Chao Huang 0001 Junyu Dong Robust anomaly detection for multivariate time series through temporal GCNs and attention-based VAE. 110725 2023 275 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.110725 db/journals/kbs/kbs275.html#ShiWYT0D23

Shaojie Dai Jinshuai Wang Chao Huang 0001 Yanwei Yu Junyu Dong Dynamic Multi-View Graph Neural Networks for Citywide Traffic Inference. 53:1-53:22 2023 May 17 ACM Trans. Knowl. Discov. Data 4 https://doi.org/10.1145/3564754 db/journals/tkdd/tkdd17.html#DaiWHYD23

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Jian Pei 0001 Multi-Behavior Sequential Recommendation With Temporal Graph Transformer. 6099-6112 2023 June 35 IEEE Trans. Knowl. Data Eng. 6 https://doi.org/10.1109/TKDE.2022.3175094 db/journals/tkde/tkde35.html#XiaHXP23

Jiahao Ji Jingyuan Wang 0001 Chao Huang 0001 Junjie Wu 0002 Boren Xu Zhenhe Wu Junbo Zhang 0004 Yu Zheng 0004 Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. 4356-4364 2023 AAAI https://doi.org/10.1609/aaai.v37i4.25555 conf/aaai/2023 db/conf/aaai/aaai2023.html#JiW00XWZZ23 Guangming Qin Lexue Song Yanwei Yu Chao Huang 0001 Wenzhe Jia Yuan Cao 0005 Junyu Dong Graph Structure Learning on User Mobility Data for Social Relationship Inference. 4578-4586 2023 AAAI https://doi.org/10.1609/aaai.v37i4.25580 conf/aaai/2023 db/conf/aaai/aaai2023.html#QinSYHJ0D23 Xuheng Cai Lianghao Xia Xubin Ren Chao Huang 0001 How Expressive are Graph Neural Networks in Recommendation? 173-182 2023 CIKM https://doi.org/10.1145/3583780.3614917 conf/cikm/2023 db/conf/cikm/cikm2023.html#CaiXR023 Jiabin Tang Lianghao Xia Jie Hu 0007 Chao Huang 0001 Spatio-Temporal Meta Contrastive Learning. 2412-2421 2023 CIKM https://doi.org/10.1145/3583780.3615065 conf/cikm/2023 db/conf/cikm/cikm2023.html#TangX0H23 Jiabin Tang Lianghao Xia Chao Huang 0001 Explainable Spatio-Temporal Graph Neural Networks. 2432-2441 2023 CIKM https://doi.org/10.1145/3583780.3614871 conf/cikm/2023 db/conf/cikm/cikm2023.html#TangXH23 Qianru Zhang Zheng Wang 0046 Cheng Long 0001 Chao Huang 0001 Siu-Ming Yiu Yiding Liu Gao Cong Jieming Shi 0001 Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning. 246-258 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00026 conf/icde/2023 db/conf/icde/icde2023.html#Zhang0LHYLCS23 Lianghao Xia Yizhen Shao Chao Huang 0001 Yong Xu 0007 Huance Xu Jian Pei 0001 Disentangled Graph Social Recommendation. 2332-2344 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00180 conf/icde/2023 db/conf/icde/icde2023.html#XiaSH0XP23 Xuheng Cai Chao Huang 0001 Lianghao Xia Xubin Ren LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation. 2023 ICLR https://openreview.net/forum?id=FKXVK9dyMM conf/iclr/2023 db/conf/iclr/iclr2023.html#Cai0XR23 Chunhui Zhang Chao Huang 0001 Yijun Tian 0001 Qianlong Wen Zhongyu Ouyang Youhuan Li Yanfang Ye 0001 Chuxu Zhang When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations. 41133-41150 2023 ICML https://proceedings.mlr.press/v202/zhang23o.html conf/icml/2023 db/conf/icml/icml2023.html#ZhangH0WOL0Z23 Qianru Zhang Chao Huang 0001 Lianghao Xia Zheng Wang 0046 Siu Ming Yiu Ruihua Han Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation. 41151-41163 2023 ICML https://proceedings.mlr.press/v202/zhang23p.html conf/icml/2023 db/conf/icml/icml2023.html#ZhangHXWYH23 Tianle Wang 0006 Lianghao Xia Chao Huang 0001 Denoised Self-Augmented Learning for Social Recommendation. 2324-2331 2023 IJCAI https://doi.org/10.24963/ijcai.2023/258 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#0006X023 Chaofan Fu Guanjie Zheng Chao Huang 0001 Yanwei Yu Junyu Dong Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling. 482-494 2023 KDD https://doi.org/10.1145/3580305.3599441 https://www.wikidata.org/entity/Q130953616 conf/kdd/2023 db/conf/kdd/kdd2023.html#FuZ0YD23 Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Chunzhen Huang Knowledge Graph Self-Supervised Rationalization for Recommendation. 3046-3056 2023 KDD https://doi.org/10.1145/3580305.3599400 conf/kdd/2023 db/conf/kdd/kdd2023.html#YangHXH23 Yangqin Jiang Chao Huang 0001 Lianghao Huang Adaptive Graph Contrastive Learning for Recommendation. 4252-4261 2023 KDD https://doi.org/10.1145/3580305.3599768 conf/kdd/2023 db/conf/kdd/kdd2023.html#Jiang0H23 Zhonghang Li Lianghao Xia Yong Xu 0007 Chao Huang 0001 GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/de7858e3e7f9f0f7b2c7bfdc86f6d928-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#LiXX023 Xu Liu 0014 Yutong Xia Yuxuan Liang 0002 Junfeng Hu 0001 Yiwei Wang 0001 Lei Bai 0001 Chao Huang 0001 Zhenguang Liu Bryan Hooi Roger Zimmermann LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/ee57cd73a76bd927ffca3dda1dc3b9d4-Abstract-Datasets_and_Benchmarks.html conf/nips/2023 db/conf/nips/neurips2023.html#LiuXL0W00LHZ23 Wei Wei 0027 Lianghao Xia Chao Huang 0001 Multi-Relational Contrastive Learning for Recommendation. 338-349 2023 RecSys https://doi.org/10.1145/3604915.3608807 conf/recsys/2023 db/conf/recsys/recsys2023.html#WeiXH23 Yaowen Ye Lianghao Xia Chao Huang 0001 Graph Masked Autoencoder for Sequential Recommendation. 321-330 2023 SIGIR https://doi.org/10.1145/3539618.3591692 conf/sigir/2023 db/conf/sigir/sigir2023.html#YeX023 Xubin Ren Lianghao Xia Jiashu Zhao Dawei Yin 0001 Chao Huang 0001 Disentangled Contrastive Collaborative Filtering. 1137-1146 2023 SIGIR https://doi.org/10.1145/3539618.3591665 https://www.wikidata.org/entity/Q131013321 conf/sigir/2023 db/conf/sigir/sigir2023.html#RenXZY023 Chaoliu Li Lianghao Xia Xubin Ren Yaowen Ye Yong Xu 0007 Chao Huang 0001 Graph Transformer for Recommendation. 1680-1689 2023 SIGIR https://doi.org/10.1145/3539618.3591723 conf/sigir/2023 db/conf/sigir/sigir2023.html#LiXRY0023 Mengru Chen Chao Huang 0001 Lianghao Xia Wei Wei 0027 Yong Xu 0007 Ronghua Luo Heterogeneous Graph Contrastive Learning for Recommendation. 544-552 2023 WSDM https://doi.org/10.1145/3539597.3570484 conf/wsdm/2023 db/conf/wsdm/wsdm2023.html#ChenHXWXL23 Lianghao Xia Chao Huang 0001 Jiao Shi Yong Xu 0007 Graph-less Collaborative Filtering. 17-27 2023 WWW https://doi.org/10.1145/3543507.3583196 conf/www/2023 db/conf/www/www2023.html#XiaHSX23 Zheyuan Liu 0010 Chunhui Zhang Yijun Tian 0001 Erchi Zhang Chao Huang 0001 Yanfang Ye 0001 Chuxu Zhang Fair Graph Representation Learning via Diverse Mixture-of-Experts. 28-38 2023 WWW https://doi.org/10.1145/3543507.3583207 conf/www/2023 db/conf/www/www2023.html#0010Z0Z00Z23 Qianru Zhang Chao Huang 0001 Lianghao Xia Zheng Wang 0046 Zhonghang Li Siu-Ming Yiu Automated Spatio-Temporal Graph Contrastive Learning. 295-305 2023 WWW https://doi.org/10.1145/3543507.3583304 https://www.wikidata.org/entity/Q131021046 conf/www/2023 db/conf/www/www2023.html#ZhangHXWLY23 Wei Wei 0027 Chao Huang 0001 Lianghao Xia Chuxu Zhang Multi-Modal Self-Supervised Learning for Recommendation. 790-800 2023 WWW https://doi.org/10.1145/3543507.3583206 conf/www/2023 db/conf/www/www2023.html#WeiHXZ23 Lianghao Xia Chao Huang 0001 Chunzhen Huang Kangyi Lin Tao Yu 0009 Ben Kao Automated Self-Supervised Learning for Recommendation. 992-1002 2023 WWW https://doi.org/10.1145/3543507.3583336 conf/www/2023 db/conf/www/www2023.html#XiaHHLYK23 Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Chunzhen Huang Da Luo Kangyi Lin Debiased Contrastive Learning for Sequential Recommendation. 1063-1073 2023 WWW https://doi.org/10.1145/3543507.3583361 conf/www/2023 db/conf/www/www2023.html#YangHXHLL23

Xu Liu 0014 Yuxuan Liang 0002 Chao Huang 0001 Hengchang Hu Yushi Cao Bryan Hooi Roger Zimmermann Do We Really Need Graph Neural Networks for Traffic Forecasting? 2023 abs/2301.12603 CoRR https://doi.org/10.48550/arXiv.2301.12603 db/journals/corr/corr2301.html#abs-2301-12603

Xuheng Cai Chao Huang 0001 Lianghao Xia Xubin Ren LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation. 2023 abs/2302.08191 CoRR https://doi.org/10.48550/arXiv.2302.08191 db/journals/corr/corr2302.html#abs-2302-08191

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Liefeng Bo Multi-Behavior Graph Neural Networks for Recommender System. 2023 abs/2302.08678 CoRR https://doi.org/10.48550/arXiv.2302.08678 db/journals/corr/corr2302.html#abs-2302-08678

Wei Wei 0027 Chao Huang 0001 Lianghao Xia Chuxu Zhang Multi-Modal Self-Supervised Learning for Recommendation. 2023 abs/2302.10632 CoRR https://doi.org/10.48550/arXiv.2302.10632 db/journals/corr/corr2302.html#abs-2302-10632

Wei Chen 0070 Chao Huang 0001 Yanwei Yu Yongguo Jiang Junyu Dong Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks. 2023 abs/2302.10903 CoRR https://doi.org/10.48550/arXiv.2302.10903 db/journals/corr/corr2302.html#abs-2302-10903

Mengru Chen Chao Huang 0001 Lianghao Xia Wei Wei 0027 Yong Xu 0007 Ronghua Luo Heterogeneous Graph Contrastive Learning for Recommendation. 2023 abs/2303.00995 CoRR https://doi.org/10.48550/arXiv.2303.00995 db/journals/corr/corr2303.html#abs-2303-00995

Lianghao Xia Chao Huang 0001 Chunzhen Huang Kangyi Lin Tao Yu 0009 Ben Kao Automated Self-Supervised Learning for Recommendation. 2023 abs/2303.07797 CoRR https://doi.org/10.48550/arXiv.2303.07797 db/journals/corr/corr2303.html#abs-2303-07797

Lianghao Xia Yizhen Shao Chao Huang 0001 Yong Xu 0007 Huance Xu Jian Pei 0001 Disentangled Graph Social Recommendation. 2023 abs/2303.07810 CoRR https://doi.org/10.48550/arXiv.2303.07810 db/journals/corr/corr2303.html#abs-2303-07810

Lianghao Xia Chao Huang 0001 Jiao Shi Yong Xu 0007 Graph-less Collaborative Filtering. 2023 abs/2303.08537 CoRR https://doi.org/10.48550/arXiv.2303.08537 db/journals/corr/corr2303.html#abs-2303-08537

Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Chunzhen Huang Da Luo Kangyi Lin Debiased Contrastive Learning for Sequential Recommendation. 2023 abs/2303.11780 CoRR https://doi.org/10.48550/arXiv.2303.11780 db/journals/corr/corr2303.html#abs-2303-11780

Xubin Ren Lianghao Xia Jiashu Zhao Dawei Yin 0001 Chao Huang 0001 Disentangled Contrastive Collaborative Filtering. 2023 abs/2305.02759 CoRR https://doi.org/10.48550/arXiv.2305.02759 db/journals/corr/corr2305.html#abs-2305-02759

Qianru Zhang Chao Huang 0001 Lianghao Xia Zheng Wang 0046 Zhonghang Li Siu-Ming Yiu Automated Spatio-Temporal Graph Contrastive Learning. 2023 abs/2305.03920 CoRR https://doi.org/10.48550/arXiv.2305.03920 db/journals/corr/corr2305.html#abs-2305-03920

Yaowen Ye Lianghao Xia Chao Huang 0001 Graph Masked Autoencoder for Sequential Recommendation. 2023 abs/2305.04619 CoRR https://doi.org/10.48550/arXiv.2305.04619 db/journals/corr/corr2305.html#abs-2305-04619

Yangqin Jiang Chao Huang 0001 Lianghao Xia Adaptive Graph Contrastive Learning for Recommendation. 2023 abs/2305.10837 CoRR https://doi.org/10.48550/arXiv.2305.10837 db/journals/corr/corr2305.html#abs-2305-10837

Tianle Wang 0006 Lianghao Xia Chao Huang 0001 Denoised Self-Augmented Learning for Social Recommendation. 2023 abs/2305.12685 CoRR https://doi.org/10.48550/arXiv.2305.12685 db/journals/corr/corr2305.html#abs-2305-12685

Chaoliu Li Lianghao Xia Xubin Ren Yaowen Ye Yong Xu 0007 Chao Huang 0001 Graph Transformer for Recommendation. 2023 abs/2306.02330 CoRR https://doi.org/10.48550/arXiv.2306.02330 db/journals/corr/corr2306.html#abs-2306-02330

Xu Liu 0014 Yutong Xia Yuxuan Liang 0002 Junfeng Hu 0001 Yiwei Wang 0001 Lei Bai 0001 Chao Huang 0001 Zhenguang Liu Bryan Hooi Roger Zimmermann LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. 2023 abs/2306.08259 CoRR https://doi.org/10.48550/arXiv.2306.08259 db/journals/corr/corr2306.html#abs-2306-08259

Qianru Zhang Chao Huang 0001 Lianghao Xia Zheng Wang 0046 Siu-Ming Yiu Ruihua Han Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation. 2023 abs/2306.10683 CoRR https://doi.org/10.48550/arXiv.2306.10683 db/journals/corr/corr2306.html#abs-2306-10683

Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Chunzhen Huang Knowledge Graph Self-Supervised Rationalization for Recommendation. 2023 abs/2307.02759 CoRR https://doi.org/10.48550/arXiv.2307.02759 db/journals/corr/corr2307.html#abs-2307-02759

Xubin Ren Lianghao Xia Yuhao Yang 0002 Wei Wei 0027 Tianle Wang 0006 Xuheng Cai Chao Huang 0001 SSLRec: A Self-Supervised Learning Library for Recommendation. 2023 abs/2308.05697 CoRR https://doi.org/10.48550/arXiv.2308.05697 db/journals/corr/corr2308.html#abs-2308-05697

Xuheng Cai Lianghao Xia Xubin Ren Chao Huang 0001 How Expressive are Graph Neural Networks in Recommendation? 2023 abs/2308.11127 CoRR https://doi.org/10.48550/arXiv.2308.11127 db/journals/corr/corr2308.html#abs-2308-11127

Wei Wei 0027 Lianghao Xia Chao Huang 0001 Multi-Relational Contrastive Learning for Recommendation. 2023 abs/2309.01103 CoRR https://doi.org/10.48550/arXiv.2309.01103 db/journals/corr/corr2309.html#abs-2309-01103

Jiabin Tang Yuhao Yang 0002 Wei Wei 0027 Lei Shi Lixin Su Suqi Cheng Dawei Yin 0001 Chao Huang 0001 GraphGPT: Graph Instruction Tuning for Large Language Models. 2023 abs/2310.13023 CoRR https://doi.org/10.48550/arXiv.2310.13023 db/journals/corr/corr2310.html#abs-2310-13023

Xubin Ren Wei Wei 0027 Lianghao Xia Lixin Su Suqi Cheng Junfeng Wang 0009 Dawei Yin 0001 Chao Huang 0001 Representation Learning with Large Language Models for Recommendation. 2023 abs/2310.15950 CoRR https://doi.org/10.48550/arXiv.2310.15950 db/journals/corr/corr2310.html#abs-2310-15950

Jiabin Tang Lianghao Xia Chao Huang 0001 Explainable Spatio-Temporal Graph Neural Networks. 2023 abs/2310.17149 CoRR https://doi.org/10.48550/arXiv.2310.17149 db/journals/corr/corr2310.html#abs-2310-17149

Jiabin Tang Lianghao Xia Jie Hu 0007 Chao Huang 0001 Spatio-Temporal Meta Contrastive Learning. 2023 abs/2310.17678 CoRR https://doi.org/10.48550/arXiv.2310.17678 db/journals/corr/corr2310.html#abs-2310-17678

Wei Wei 0027 Xubin Ren Jiabin Tang Qinyong Wang Lixin Su Suqi Cheng Junfeng Wang 0009 Dawei Yin 0001 Chao Huang 0001 LLMRec: Large Language Models with Graph Augmentation for Recommendation. 2023 abs/2311.00423 CoRR https://doi.org/10.48550/arXiv.2311.00423 db/journals/corr/corr2311.html#abs-2311-00423

Zhonghang Li Lianghao Xia Yong Xu 0007 Chao Huang 0001 GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks. 2023 abs/2311.04245 CoRR https://doi.org/10.48550/arXiv.2311.04245 db/journals/corr/corr2311.html#abs-2311-04245

Jiahao Ji Wentao Zhang Jingyuan Wang 0001 Yue He Chao Huang 0001 Self-Supervised Deconfounding Against Spatio-Temporal Shifts: Theory and Modeling. 2023 abs/2311.12472 CoRR https://doi.org/10.48550/arXiv.2311.12472 db/journals/corr/corr2311.html#abs-2311-12472

Yuhao Yang 0002 Lianghao Xia Da Luo Kangyi Lin Chao Huang 0001 Graph Pre-training and Prompt Learning for Recommendation. 2023 abs/2311.16716 CoRR https://doi.org/10.48550/arXiv.2311.16716 db/journals/corr/corr2311.html#abs-2311-16716

Yangqin Jiang Yuhao Yang 0002 Lianghao Xia Chao Huang 0001 DiffKG: Knowledge Graph Diffusion Model for Recommendation. 2023 abs/2312.16890 CoRR https://doi.org/10.48550/arXiv.2312.16890 db/journals/corr/corr2312.html#abs-2312-16890

Kai Wang 0014 Yanwei Yu Chao Huang 0001 Zhongying Zhao 0001 Junyu Dong Heterogeneous graph neural network for attribute completion. 109171 2022 251 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2022.109171 db/journals/kbs/kbs251.html#WangYHZD22

Xian Wu 0003 Chao Huang 0001 Pablo Robles-Granda Nitesh V. Chawla Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series. 97:1-97:21 2022 13 ACM Trans. Intell. Syst. Technol. 6 https://doi.org/10.1145/3531228 db/journals/tist/tist13.html#WuHRC22

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Huance Xu Xiang Li 0111 Weiguo Zhang 0002 Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems. 10:1-10:22 2022 40 ACM Trans. Inf. Syst. 1 https://doi.org/10.1145/3467023 db/journals/tois/tois40.html#XiaHXXLZ22

Chunhui Zhang Chao Huang 0001 Youhuan Li Xiangliang Zhang 0001 Yanfang Ye 0001 Chuxu Zhang Look Twice as Much as You Say: Scene Graph Contrastive Learning for Self-Supervised Image Caption Generation. 2519-2528 2022 CIKM https://doi.org/10.1145/3511808.3557382 conf/cikm/2022 db/conf/cikm/cikm2022.html#Zhang0L00Z22 Chao Huang 0001 Lianghao Xia Xiang Wang 0010 Xiangnan He 0001 Dawei Yin 0001 Self-Supervised Learning for Recommendation. 5136-5139 2022 CIKM https://doi.org/10.1145/3511808.3557506 https://www.wikidata.org/entity/Q131013365 conf/cikm/2022 db/conf/cikm/cikm2022.html#HuangXW0Y22 Xu Liu 0014 Yuxuan Liang 0002 Chao Huang 0001 Yu Zheng 0004 Bryan Hooi Roger Zimmermann When do contrastive learning signals help spatio-temporal graph forecasting? 5:1-5:12 2022 SIGSPATIAL/GIS https://doi.org/10.1145/3557915.3560939 conf/gis/2022 db/conf/gis/gis2022.html#0014LH0HZ22 Zhongqiang Gao Chuanqi Cheng Yanwei Yu Lei Cao 0004 Chao Huang 0001 Junyu Dong Scalable Motif Counting for Large-scale Temporal Graphs. 2656-2668 2022 ICDE https://doi.org/10.1109/ICDE53745.2022.00244 conf/icde/2022 db/conf/icde/icde2022.html#GaoCYCHD22 Zhonghang Li Chao Huang 0001 Lianghao Xia Yong Xu 0007 Jian Pei 0001 Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction. 2984-2996 2022 ICDE https://doi.org/10.1109/ICDE53745.2022.00269 conf/icde/2022 db/conf/icde/icde2022.html#LiHXXP22 Wei Chen 0070 Shuzhe Li Chao Huang 0001 Yanwei Yu Yongguo Jiang Junyu Dong Mutual Distillation Learning Network for Trajectory-User Linking. 1973-1979 2022 IJCAI https://doi.org/10.24963/ijcai.2022/274 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#ChenLHYJD22 Yijun Tian 0001 Chuxu Zhang Zhichun Guo Chao Huang 0001 Ronald A. Metoyer Nitesh V. Chawla RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation. 3466-3472 2022 IJCAI https://doi.org/10.24963/ijcai.2022/481 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#0001ZG0MC22 Lianghao Xia Chao Huang 0001 Chuxu Zhang Self-Supervised Hypergraph Transformer for Recommender Systems. 2100-2109 2022 KDD https://doi.org/10.1145/3534678.3539473 conf/kdd/2022 db/conf/kdd/kdd2022.html#Xia0Z22 Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Yuxuan Liang 0002 Yanwei Yu Chenliang Li 0005 Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation. 2263-2274 2022 KDD https://doi.org/10.1145/3534678.3539342 conf/kdd/2022 db/conf/kdd/kdd2022.html#YangHXLYL22 Pengyang Yu Chaofan Fu Yanwei Yu Chao Huang 0001 Zhongying Zhao 0001 Junyu Dong Multiplex Heterogeneous Graph Convolutional Network. 2377-2387 2022 KDD https://doi.org/10.1145/3534678.3539482 conf/kdd/2022 db/conf/kdd/kdd2022.html#YuFYHZD22 Lianghao Xia Chao Huang 0001 Yong Xu 0007 Jiashu Zhao Dawei Yin 0001 Jimmy X. Huang Hypergraph Contrastive Collaborative Filtering. 70-79 2022 SIGIR https://doi.org/10.1145/3477495.3532058 https://www.wikidata.org/entity/Q131014423 conf/sigir/2022 db/conf/sigir/sigir2022.html#XiaHXZYH22 Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Chenliang Li 0005 Knowledge Graph Contrastive Learning for Recommendation. 1434-1443 2022 SIGIR https://doi.org/10.1145/3477495.3532009 conf/sigir/2022 db/conf/sigir/sigir2022.html#YangHXL22 Chao Huang 0001 Xiang Wang 0010 Xiangnan He 0001 Dawei Yin 0001 Self-Supervised Learning for Recommender System. 3440-3443 2022 SIGIR https://doi.org/10.1145/3477495.3532684 https://www.wikidata.org/entity/Q131013689 conf/sigir/2022 db/conf/sigir/sigir2022.html#HuangW0Y22 Wei Wei 0027 Chao Huang 0001 Lianghao Xia Yong Xu 0007 Jiashu Zhao Dawei Yin 0001 Contrastive Meta Learning with Behavior Multiplicity for Recommendation. 1120-1128 2022 WSDM https://doi.org/10.1145/3488560.3498527 https://www.wikidata.org/entity/Q131015631 conf/wsdm/2022 db/conf/wsdm/wsdm2022.html#WeiHXXZY22

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Mengyin Lu Liefeng Bo Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling. 2022 abs/2201.02307 CoRR https://arxiv.org/abs/2201.02307 db/journals/corr/corr2201.html#abs-2201-02307

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Liefeng Bo Xiyue Zhang 0006 Tianyi Chen Spatial-Temporal Sequential Hypergraph Network for Crime Prediction. 2022 abs/2201.02435 CoRR https://arxiv.org/abs/2201.02435 db/journals/corr/corr2201.html#abs-2201-02435

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Huance Xu Xiang Li 0111 Weiguo Zhang 0002 Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems. 2022 abs/2201.03158 CoRR https://arxiv.org/abs/2201.03158 db/journals/corr/corr2201.html#abs-2201-03158

Wei Wei 0027 Chao Huang 0001 Lianghao Xia Yong Xu 0007 Jiashu Zhao Dawei Yin 0001 Contrastive Meta Learning with Behavior Multiplicity for Recommendation. 2022 abs/2202.08523 CoRR https://arxiv.org/abs/2202.08523 db/journals/corr/corr2202.html#abs-2202-08523

Zhonghang Li Chao Huang 0001 Lianghao Xia Yong Xu 0007 Jian Pei 0001 Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction. 2022 abs/2204.08587 CoRR https://doi.org/10.48550/arXiv.2204.08587 db/journals/corr/corr2204.html#abs-2204-08587

Zhongqiang Gao Chuanqi Cheng Yanwei Yu Lei Cao 0004 Chao Huang 0001 Junyu Dong Scalable Motif Counting for Large-scale Temporal Graphs. 2022 abs/2204.09236 CoRR https://doi.org/10.48550/arXiv.2204.09236 db/journals/corr/corr2204.html#abs-2204-09236

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Jiashu Zhao Dawei Yin 0001 Jimmy Xiangji Huang Hypergraph Contrastive Collaborative Filtering. 2022 abs/2204.12200 CoRR https://doi.org/10.48550/arXiv.2204.12200 db/journals/corr/corr2204.html#abs-2204-12200

Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Chenliang Li 0005 Knowledge Graph Contrastive Learning for Recommendation. 2022 abs/2205.00976 CoRR https://doi.org/10.48550/arXiv.2205.00976 db/journals/corr/corr2205.html#abs-2205-00976

Wei Chen 0070 Shuzhe Li Chao Huang 0001 Yanwei Yu Yongguo Jiang Junyu Dong Mutual Distillation Learning Network for Trajectory-User Linking. 2022 abs/2205.03773 CoRR https://doi.org/10.48550/arXiv.2205.03773 db/journals/corr/corr2205.html#abs-2205-03773

Yijun Tian 0001 Chuxu Zhang Zhichun Guo Chao Huang 0001 Ronald A. Metoyer Nitesh V. Chawla RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation. 2022 abs/2205.14005 CoRR https://doi.org/10.48550/arXiv.2205.14005 db/journals/corr/corr2205.html#abs-2205-14005

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Jian Pei 0001 Multi-Behavior Sequential Recommendation with Temporal Graph Transformer. 2022 abs/2206.02687 CoRR https://doi.org/10.48550/arXiv.2206.02687 db/journals/corr/corr2206.html#abs-2206-02687

Yuhao Yang 0002 Chao Huang 0001 Lianghao Xia Yuxuan Liang 0002 Yanwei Yu Chenliang Li 0005 Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation. 2022 abs/2207.05584 CoRR https://doi.org/10.48550/arXiv.2207.05584 db/journals/corr/corr2207.html#abs-2207-05584

Lianghao Xia Chao Huang 0001 Chuxu Zhang Self-Supervised Hypergraph Transformer for Recommender Systems. 2022 abs/2207.14338 CoRR https://doi.org/10.48550/arXiv.2207.14338 db/journals/corr/corr2207.html#abs-2207-14338

Pengyang Yu Chaofan Fu Yanwei Yu Chao Huang 0001 Zhongying Zhao 0001 Junyu Dong Multiplex Heterogeneous Graph Convolutional Network. 2022 abs/2208.06129 CoRR https://doi.org/10.48550/arXiv.2208.06129 db/journals/corr/corr2208.html#abs-2208-06129

Chunhui Zhang Chao Huang 0001 Yijun Tian 0001 Qianlong Wen Zhongyu Ouyang Youhuan Li Yanfang Ye 0001 Chuxu Zhang Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning. 2022 abs/2210.00162 CoRR https://doi.org/10.48550/arXiv.2210.00162 db/journals/corr/corr2210.html#abs-2210-00162

Qianru Zhang Zheng Wang 0046 Cheng Long 0001 Chao Huang 0001 Siu-Ming Yiu Yiding Liu Gao Cong Jieming Shi 0001 Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning. 2022 abs/2211.08415 CoRR https://doi.org/10.48550/arXiv.2211.08415 db/journals/corr/corr2211.html#abs-2211-08415

Chuxu Zhang Huaxiu Yao Lu Yu 0006 Chao Huang 0001 Dongjin Song Haifeng Chen Meng Jiang 0001 Nitesh V. Chawla Inductive Contextual Relation Learning for Personalization. 35:1-35:22 2021 39 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3450353 db/journals/tois/tois39.html#ZhangYYHSCJC21

Chao Huang 0001 Huance Xu Yong Xu 0007 Peng Dai 0001 Lianghao Xia Mengyin Lu Liefeng Bo Hao Xing Xiaoping Lai Yanfang Ye 0001 Knowledge-aware Coupled Graph Neural Network for Social Recommendation. 4115-4122 2021 AAAI https://doi.org/10.1609/aaai.v35i5.16533 conf/aaai/2021 db/conf/aaai/aaai2021.html#HuangXXDXLBXLY21 Chao Huang 0001 Jiahui Chen Lianghao Xia Yong Xu 0007 Peng Dai 0001 Yanqing Chen Liefeng Bo Jiashu Zhao Jimmy Xiangji Huang Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation. 4123-4130 2021 AAAI https://doi.org/10.1609/aaai.v35i5.16534 conf/aaai/2021 db/conf/aaai/aaai2021.html#HuangCXXDCBZH21 Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Xiyue Zhang 0006 Hongsheng Yang Jian Pei 0001 Liefeng Bo Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation. 4486-4493 2021 AAAI https://doi.org/10.1609/aaai.v35i5.16576 conf/aaai/2021 db/conf/aaai/aaai2021.html#XiaHXDZYPB21 Xiyue Zhang 0006 Chao Huang 0001 Yong Xu 0007 Lianghao Xia Peng Dai 0001 Liefeng Bo Junbo Zhang 0004 Yu Zheng 0004 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. 15008-15015 2021 AAAI https://doi.org/10.1609/aaai.v35i17.17761 conf/aaai/2021 db/conf/aaai/aaai2021.html#ZhangHXXDBZ021 Xiaoling Long Chao Huang 0001 Yong Xu 0007 Huance Xu Peng Dai 0001 Lianghao Xia Liefeng Bo Social Recommendation with Self-Supervised Metagraph Informax Network. 1160-1169 2021 CIKM https://doi.org/10.1145/3459637.3482480 conf/cikm/2021 db/conf/cikm/cikm2021.html#LongHXXDXB21 Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Mengyin Lu Liefeng Bo Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling. 1931-1936 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00179 conf/icde/2021 db/conf/icde/icde2021.html#XiaHXDLB21 Chao Huang 0001 Jiashu Zhao Dawei Yin 0001 Purchase Intent Forecasting with Convolutional Hierarchical Transformer Networks. 2488-2498 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00281 conf/icde/2021 db/conf/icde/icde2021.html#HuangZY21 Shaojie Dai Jinshuai Wang Chao Huang 0001 Yanwei Yu Junyu Dong Temporal Multi-view Graph Convolutional Networks for Citywide Traffic Volume Inference. 1042-1047 2021 ICDM https://doi.org/10.1109/ICDM51629.2021.00120 conf/icdm/2021 db/conf/icdm/icdm2021.html#DaiWHYD21 Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Liefeng Bo Xiyue Zhang 0006 Tianyi Chen Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning. 1631-1637 2021 IJCAI https://doi.org/10.24963/ijcai.2021/225 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#XiaHXDBZC21 Lianghao Xia Yong Xu 0007 Chao Huang 0001 Peng Dai 0001 Liefeng Bo Graph Meta Network for Multi-Behavior Recommendation. 757-766 2021 SIGIR https://doi.org/10.1145/3404835.3462972 conf/sigir/2021 db/conf/sigir/sigir2021.html#XiaXHDB21 Zhijun Liu Chao Huang 0001 Yanwei Yu Junyu Dong Motif-Preserving Dynamic Attributed Network Embedding. 1629-1638 2021 WWW https://doi.org/10.1145/3442381.3449821 conf/www/2021 db/conf/www/www2021.html#LiuHYD21

Xiaoling Long Chao Huang 0001 Yong Xu 0007 Huance Xu Peng Dai 0001 Lianghao Xia Liefeng Bo Social Recommendation with Self-Supervised Metagraph Informax Network. 2021 abs/2110.03958 CoRR https://arxiv.org/abs/2110.03958 db/journals/corr/corr2110.html#abs-2110-03958

Lianghao Xia Yong Xu 0007 Chao Huang 0001 Peng Dai 0001 Liefeng Bo Graph Meta Network for Multi-Behavior Recommendation. 2021 abs/2110.03969 CoRR https://arxiv.org/abs/2110.03969 db/journals/corr/corr2110.html#abs-2110-03969

Chao Huang 0001 Jiahui Chen Lianghao Xia Yong Xu 0007 Peng Dai 0001 Yanqing Chen Liefeng Bo Jiashu Zhao Jimmy Xiangji Huang Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation. 2021 abs/2110.03996 CoRR https://arxiv.org/abs/2110.03996 db/journals/corr/corr2110.html#abs-2110-03996

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Xiyue Zhang 0006 Hongsheng Yang Jian Pei 0001 Liefeng Bo Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation. 2021 abs/2110.04000 CoRR https://arxiv.org/abs/2110.04000 db/journals/corr/corr2110.html#abs-2110-04000

Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Bo Zhang Liefeng Bo Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network. 2021 abs/2110.04002 CoRR https://arxiv.org/abs/2110.04002 db/journals/corr/corr2110.html#abs-2110-04002

Xiyue Zhang 0006 Chao Huang 0001 Yong Xu 0007 Lianghao Xia Peng Dai 0001 Liefeng Bo Junbo Zhang 0004 Yu Zheng 0004 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. 2021 abs/2110.04038 CoRR https://arxiv.org/abs/2110.04038 db/journals/corr/corr2110.html#abs-2110-04038

Huance Xu Chao Huang 0001 Yong Xu 0007 Lianghao Xia Hao Xing Dawei Yin 0001 Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks. 2021 abs/2110.04039 CoRR https://arxiv.org/abs/2110.04039 db/journals/corr/corr2110.html#abs-2110-04039

Chao Huang 0001 Dong Wang 0002 Jun Tao 0002 Brian Mann On Physical-Social-Aware Localness Inference by Exploring Big Data from Location-Based Services. 679-690 2020 6 IEEE Trans. Big Data 4 https://doi.org/10.1109/TBDATA.2017.2726551 db/journals/tbd/tbd6.html#HuangWTM20

Chao Huang 0001 Dong Wang 0002 Nitesh V. Chawla Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing Applications for Cyber-Physical Systems. 702-713 2020 6 IEEE Trans. Big Data 4 https://doi.org/10.1109/TBDATA.2017.2669308 db/journals/tbd/tbd6.html#HuangWC20

Chuxu Zhang Huaxiu Yao Chao Huang 0001 Meng Jiang 0001 Zhenhui Li Nitesh V. Chawla Few-Shot Knowledge Graph Completion. 3041-3048 2020 AAAI https://doi.org/10.1609/aaai.v34i03.5698 https://www.wikidata.org/entity/Q113233277 conf/aaai/2020 db/conf/aaai/aaai2020.html#ZhangYHJLC20 Zhijun Liu Chao Huang 0001 Yanwei Yu Baode Fan Junyu Dong Fast Attributed Multiplex Heterogeneous Network Embedding. 995-1004 2020 CIKM https://doi.org/10.1145/3340531.3411944 conf/cikm/2020 db/conf/cikm/cikm2020.html#LiuHYFD20 Zhijun Liu Chao Huang 0001 Yanwei Yu Peng Song 0002 Baode Fan Junyu Dong Dynamic Representation Learning for Large-Scale Attributed Networks. 1005-1014 2020 CIKM https://doi.org/10.1145/3340531.3411945 conf/cikm/2020 db/conf/cikm/cikm2020.html#LiuHY0FD20 Xian Wu 0003 Stephen M. Mattingly Shayan Mirjafari Chao Huang 0001 Nitesh V. Chawla Personalized Imputation on Wearable-Sensory Time Series via Knowledge Transfer. 1625-1634 2020 CIKM https://doi.org/10.1145/3340531.3411879 conf/cikm/2020 db/conf/cikm/cikm2020.html#WuMM0C20 Xiyue Zhang 0006 Chao Huang 0001 Yong Xu 0007 Lianghao Xia Spatial-Temporal Convolutional Graph Attention Networks for Citywide Traffic Flow Forecasting. 1853-1862 2020 CIKM https://doi.org/10.1145/3340531.3411941 conf/cikm/2020 db/conf/cikm/cikm2020.html#ZhangHXX20 Yong Xu 0007 Jiahui Chen Chao Huang 0001 Bo Zhang Hao Xing Peng Dai 0001 Liefeng Bo Joint Modeling of Local and Global Behavior Dynamics for Session-Based Recommendation. 545-552 2020 ECAI https://doi.org/10.3233/FAIA200137 conf/ecai/2020 db/conf/ecai/ecai2020.html#XuCHZXDB20 Huance Xu Chao Huang 0001 Yong Xu 0007 Lianghao Xia Hao Xing Dawei Yin 0001 Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks. 701-710 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00079 conf/icdm/2020 db/conf/icdm/icdm2020.html#XuHXXXY20 Chao Huang 0001 Chuxu Zhang Peng Dai 0001 Liefeng Bo Cross-Interaction Hierarchical Attention Networks for Urban Anomaly Prediction. 4359-4365 2020 Special track on AI for CompSust and Human well-being IJCAI https://doi.org/10.24963/ijcai.2020/601 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#HuangZDB20 Lianghao Xia Chao Huang 0001 Yong Xu 0007 Peng Dai 0001 Bo Zhang Liefeng Bo Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network. 2397-2406 2020 SIGIR https://doi.org/10.1145/3397271.3401445 conf/sigir/2020 db/conf/sigir/sigir2020.html#XiaHXDZB20 Xian Wu 0003 Chao Huang 0001 Chuxu Zhang Nitesh V. Chawla Hierarchically Structured Transformer Networks for Fine-Grained Spatial Event Forecasting. 2320-2330 2020 WWW https://doi.org/10.1145/3366423.3380296 conf/www/2020 db/conf/www/www2020.html#WuHZC20

Xian Wu 0003 Chao Huang 0001 Pablo Robles-Granda Nitesh V. Chawla Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series. 2020 abs/2002.03595 CoRR https://arxiv.org/abs/2002.03595 db/journals/corr/corr2002.html#abs-2002-03595

Chao Huang 0001 Baoxu Shi Xuchao Zhang Xian Wu 0003 Nitesh V. Chawla Similarity-Aware Network Embedding with Self-Paced Learning. 2113-2116 2019 CIKM https://doi.org/10.1145/3357384.3358163 conf/cikm/2019 db/conf/cikm/cikm2019.html#HuangSZWC19 Chao Huang 0001 Xian Wu 0003 Xuchao Zhang Suwen Lin Nitesh V. Chawla Deep Prototypical Networks for Imbalanced Time Series Classification under Data Scarcity. 2141-2144 2019 CIKM https://doi.org/10.1145/3357384.3358162 conf/cikm/2019 db/conf/cikm/cikm2019.html#HuangWZLC19 Chao Huang 0001 Chuxu Zhang Peng Dai 0001 Liefeng Bo Deep Dynamic Fusion Network for Traffic Accident Forecasting. 2673-2681 2019 CIKM https://doi.org/10.1145/3357384.3357829 conf/cikm/2019 db/conf/cikm/cikm2019.html#HuangZDB19 Chuxu Zhang Dongjin Song Chao Huang 0001 Ananthram Swami Nitesh V. Chawla Heterogeneous Graph Neural Network. 793-803 2019 KDD https://doi.org/10.1145/3292500.3330961 conf/kdd/2019 db/conf/kdd/kdd2019.html#ZhangSHSC19 Chao Huang 0001 Xian Wu 0003 Xuchao Zhang Chuxu Zhang Jiashu Zhao Dawei Yin 0001 Nitesh V. Chawla Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics. 2613-2622 2019 KDD https://doi.org/10.1145/3292500.3330790 conf/kdd/2019 db/conf/kdd/kdd2019.html#HuangWZZZYC19 Xian Wu 0003 Baoxu Shi Yuxiao Dong Chao Huang 0001 Nitesh V. Chawla Neural Tensor Factorization for Temporal Interaction Learning. 537-545 2019 WSDM https://doi.org/10.1145/3289600.3290998 conf/wsdm/2019 db/conf/wsdm/wsdm2019.html#WuSDHC19 Chao Huang 0001 Chuxu Zhang Jiashu Zhao Xian Wu 0003 Nitesh V. Chawla Dawei Yin 0001 MiST: A Multiview and Multimodal Spatial-Temporal Learning Framework for Citywide Abnormal Event Forecasting. 717-728 2019 WWW https://doi.org/10.1145/3308558.3313730 conf/www/2019 db/conf/www/www2019.html#HuangZZWCY19

Yuxiang Ren Bo Liu 0005 Chao Huang 0001 Peng Dai 0001 Liefeng Bo Jiawei Zhang 0001 Heterogeneous Deep Graph Infomax. 2019 abs/1911.08538 CoRR http://arxiv.org/abs/1911.08538 db/journals/corr/corr1911.html#abs-1911-08538

Chuxu Zhang Huaxiu Yao Chao Huang 0001 Meng Jiang 0001 Zhenhui Li Nitesh V. Chawla Few-Shot Knowledge Graph Completion. 2019 abs/1911.11298 CoRR http://arxiv.org/abs/1911.11298 db/journals/corr/corr1911.html#abs-1911-11298

Dong Wang 0002 Nathan Vance Chao Huang 0001 Who to select: Identifying critical sources in social sensing. 98-108 2018 145 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2018.01.006 db/journals/kbs/kbs145.html#WangVH18

Xian Wu 0003 Baoxu Shi Yuxiao Dong Chao Huang 0001 Louis Faust Nitesh V. Chawla RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data. 1073-1082 2018 CIKM https://doi.org/10.1145/3269206.3271794 conf/cikm/2018 db/conf/cikm/cikm2018.html#WuSDHFC18 Chao Huang 0001 Junbo Zhang 0004 Yu Zheng 0004 Nitesh V. Chawla DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction. 1423-1432 2018 CIKM https://doi.org/10.1145/3269206.3271793 conf/cikm/2018 db/conf/cikm/cikm2018.html#HuangZZC18 Dong Wang 0002 Daniel Zhang 0001 Chao Huang 0001 Towards Reliable Hypothesis Validation in Social Sensing Applications. 64-72 2018 SECON https://doi.org/10.1109/SAHCN.2018.8397103 conf/secon/2018 db/conf/secon/secon2018.html#0002ZH18 Chuxu Zhang Chao Huang 0001 Lu Yu 0006 Xiangliang Zhang 0001 Nitesh V. Chawla Camel: Content-Aware and Meta-path Augmented Metric Learning for Author Identification. 709-718 2018 WWW https://doi.org/10.1145/3178876.3186152 conf/www/2018 db/conf/www/www2018.html#ZhangHYZC18

Xian Wu 0003 Baoxu Shi Yuxiao Dong Chao Huang 0001 Nitesh V. Chawla Neural Tensor Factorization. 2018 abs/1802.04416 CoRR http://arxiv.org/abs/1802.04416 db/journals/corr/corr1802.html#abs-1802-04416

Chao Huang 0001 Dong Wang 0002 Exploring Scalability and Time-Sensitiveness in Reliable Social Sensing With Accuracy Assessment. 14405-14418 2017 5 IEEE Access https://doi.org/10.1109/ACCESS.2017.2707480 db/journals/access/access5.html#HuangW17

Chao Huang 0001 Dong Wang 0002 Brian Mann Towards social-aware interesting place finding in social sensing applications. 31-40 2017 123 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2017.02.006 db/journals/kbs/kbs123.html#HuangWM17

Chao Huang 0001 Dong Wang 0002 Shenglong Zhu Brian Mann Toward local family relationship discovery in location-based social network. 27:1-27:21 2017 7 Soc. Netw. Anal. Min. 1 https://doi.org/10.1007/s13278-017-0447-0 db/journals/snam/snam7.html#HuangWZM17

Chao Huang 0001 Dong Wang 0002 Jun Tao 0002 An Unsupervised Approach to Inferring the Localness of People Using Incomplete Geotemporal Online Check-In Data. 80:1-80:18 2017 8 ACM Trans. Intell. Syst. Technol. 6 https://doi.org/10.1145/3022471 https://www.wikidata.org/entity/Q130978883 db/journals/tist/tist8.html#HuangWT17

Chao Huang 0001 Dong Wang 0002 Shenglong Zhu Towards Diversified Local Users Identification Using Location Based Social Networks. 115-118 2017 ASONAM https://doi.org/10.1145/3110025.3110159 conf/asunam/2017 db/conf/asunam/asonam2017.html#Huang0Z17 Xian Wu 0003 Yuxiao Dong Jun Tao 0002 Chao Huang 0001 Nitesh V. Chawla Reliable fake review detection via modeling temporal and behavioral patterns. 494-499 2017 IEEE BigData https://doi.org/10.1109/BigData.2017.8257963 conf/bigdataconf/2017 db/conf/bigdataconf/bigdataconf2017.html#WuDTHC17 Chao Huang 0001 Dong Wang 0002 Critical Source Selection in Social Sensing Applications. 53-60 2017 DCOSS https://doi.org/10.1109/DCOSS.2017.27 https://doi.ieeecomputersociety.org/10.1109/DCOSS.2017.27 conf/dcoss/2017 db/conf/dcoss/dcoss2017.html#Huang017 Daniel Yue Zhang Chao Zheng 0002 Dong Wang 0002 Douglas Thain Xin Mu Greg Madey Chao Huang 0001 Towards Scalable and Dynamic Social Sensing Using A Distributed Computing Framework. 966-976 2017 ICDCS https://doi.org/10.1109/ICDCS.2017.196 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2017.196 conf/icdcs/2017 db/conf/icdcs/icdcs2017.html#ZhangZWTMMH17 Chao Huang 0001 Dong Wang 0002 Shenglong Zhu Where are you from: Home location profiling of crowd sensors from noisy and sparse crowdsourcing data. 1-9 2017 INFOCOM https://doi.org/10.1109/INFOCOM.2017.8057112 conf/infocom/2017 db/conf/infocom/infocom2017.html#HuangWZ17 Xian Wu 0003 Yuxiao Dong Chao Huang 0001 Jian Xu 0019 Dong Wang 0002 Nitesh V. Chawla UAPD: Predicting Urban Anomalies from Spatial-Temporal Data. 622-638 2017 ECML/PKDD (2) https://doi.org/10.1007/978-3-319-71246-8_38 conf/pkdd/2017-2 db/conf/pkdd/pkdd2017-2.html#WuDHXWC17

Keith Feldman Louis Faust Xian Wu 0003 Chao Huang 0001 Nitesh V. Chawla Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. 2017 abs/1706.01513 CoRR http://arxiv.org/abs/1706.01513 db/journals/corr/corr1706.html#FeldmanFWHC17

Chao Huang 0001 Dong Wang 0002 Exploiting spatial-temporal-social constraints for localness inference using online social media. 287-294 2016 ASONAM https://doi.org/10.1109/ASONAM.2016.7752247 https://doi.ieeecomputersociety.org/10.1109/ASONAM.2016.7752247 conf/asunam/2016 db/conf/asunam/asonam2016.html#HuangW16 Chao Huang 0001 Dong Wang 0002 Shenglong Zhu Daniel Yue Zhang Towards unsupervised home location inference from online social media. 676-685 2016 IEEE BigData https://doi.org/10.1109/BigData.2016.7840660 conf/bigdataconf/2016 db/conf/bigdataconf/bigdataconf2016.html#HuangWZZ16 Daniel Yue Zhang Rungang Han Dong Wang 0002 Chao Huang 0001 On robust truth discovery in sparse social media sensing. 1076-1081 2016 IEEE BigData https://doi.org/10.1109/BigData.2016.7840710 conf/bigdataconf/2016 db/conf/bigdataconf/bigdataconf2016.html#ZhangHWH16 Chao Huang 0001 Xian Wu 0003 Dong Wang 0002 Crowdsourcing-based Urban Anomaly Prediction System for Smart Cities. 1969-1972 2016 CIKM https://doi.org/10.1145/2983323.2983886 conf/cikm/2016 db/conf/cikm/cikm2016.html#HuangWW16 Chao Huang 0001 Dong Wang 0002 Unsupervised Interesting Places Discovery in Location-Based Social Sensing. 67-74 2016 DCOSS https://doi.org/10.1109/DCOSS.2016.12 https://doi.ieeecomputersociety.org/10.1109/DCOSS.2016.12 conf/dcoss/2016 db/conf/dcoss/dcoss2016.html#HuangW16 Dong Wang 0002 Jermaine Marshall Chao Huang 0001 Theme-Relevant Truth Discovery on Twitter: An Estimation Theoretic Approach. 408-416 2016 ICWSM http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13012 conf/icwsm/2016 db/conf/icwsm/icwsm2016.html#WangMH16 Chao Huang 0001 Jermaine Marshall Dong Wang 0002 Mianxiong Dong Towards Reliable Social Sensing in Cyber-Physical-Social Systems. 1796-1802 2016 IPDPS Workshops https://doi.org/10.1109/IPDPSW.2016.132 https://doi.ieeecomputersociety.org/10.1109/IPDPSW.2016.132 conf/ipps/2016w db/conf/ipps/ipdps2016w.html#HuangMWD16 Chao Huang 0001 Dong Wang 0002 Topic-Aware Social Sensing with Arbitrary Source Dependency Graphs. 7:1-7:12 2016 IPSN https://doi.org/10.1109/IPSN.2016.7460724 http://dl.acm.org/citation.cfm?id=2959362 conf/ipsn/2016 db/conf/ipsn/ipsn2016.html#HuangW16 Keith Feldman Louis Faust Xian Wu 0003 Chao Huang 0001 Nitesh V. Chawla Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. 150-169 2015 BIRS-IMLKE https://doi.org/10.1007/978-3-319-69775-8_9 conf/birs/2015 db/conf/birs/imlke2015.html#FeldmanFWHC15 Chao Huang 0001 Dong Wang 0002 Link weight based truth discovery in social sensing. 326-327 2015 IPSN https://doi.org/10.1145/2737095.2742154 conf/ipsn/2015 db/conf/ipsn/ipsn2015.html#HuangW15 Chao Huang 0001 Dong Wang 0002 Nitesh V. Chawla Towards Time-Sensitive Truth Discovery in Social Sensing Applications. 154-162 2015 MASS https://doi.org/10.1109/MASS.2015.39 https://doi.ieeecomputersociety.org/10.1109/MASS.2015.39 conf/mass/2015 db/conf/mass/mass2015.html#HuangWC15 Chao Huang 0001 Dong Wang 0002 Time-Aware Truth Discovery in Social Sensing. 479-480 2015 MASS https://doi.org/10.1109/MASS.2015.50 https://doi.ieeecomputersociety.org/10.1109/MASS.2015.50 conf/mass/2015 db/conf/mass/mass2015.html#HuangW15 Chao Huang 0001 Dong Wang 0002 Nitesh V. Chawla On spatial-temporal truth finding in social sensing. 151-153 2015 SECON https://doi.org/10.1109/SAHCN.2015.7338303 conf/secon/2015 db/conf/secon/secon2015.html#HuangWC15 Chao Huang 0001 Dong Wang 0002 Demo paper: A confidence-aware truth estimation tool for social sensing applications. 187-189 2015 SECON https://doi.org/10.1109/SAHCN.2015.7338315 conf/secon/2015 db/conf/secon/secon2015.html#HuangW15 Dong Wang 0002 Chao Huang 0001 Confidence-aware truth estimation in social sensing applications. 336-344 2015 SECON https://doi.org/10.1109/SAHCN.2015.7338333 conf/secon/2015 db/conf/secon/secon2015.html#WangH15 Chao Huang 0001 Dong Wang 0002 On Interesting Place Finding in Social Sensing: An Emerging Smart City Application Paradigm. 13-20 2015 SmartCity https://doi.org/10.1109/SmartCity.2015.40 https://doi.ieeecomputersociety.org/10.1109/SmartCity.2015.40 conf/smartcity/2015 db/conf/smartcity/smartcity2015.html#HuangW15 Chao Huang 0001 Dong Wang 0002 Spatial-Temporal Aware Truth Finding in Big Data Social Sensing Applications. 72-79 2015 TrustCom/BigDataSE/ISPA (2) https://doi.org/10.1109/Trustcom.2015.564 conf/trustcom/2015-2 db/conf/trustcom/trustcom2015-2.html#HuangW15 Tu Ao Haoli Bai Lei Bai 0001 Liefeng Bo Tengwei Cai Xuheng Cai Lei Cao 0004 Yang Cao 0011 Yuan Cao 0005 Yushi Cao Nitesh V. Chawla Chao Chen 0004 Cong Chen Dongping Chen Guoxuan Chen Haifeng Chen Jiahui Chen Jierun Chen Mengru Chen Pin-Yu Chen Tianyi Chen Wei Chen 0070 Xuanrong Chen Yankai Chen 0001 Yanqing Chen Yiqi Chen Yuxuan Chen Zheng Chen Chuanqi Cheng Suqi Cheng Tianzhe Chu Tat-Seng Chua Gao Cong Qing Cui Peng Dai 0001 Shaojie Dai Jingchao Di Junyu Dong Mianxiong Dong Yuxiao Dong Kewei Du Zhuoxuan Du Baode Fan Tianyu Fan Junpeng Fang Louis Faust Keith Feldman Jubao Feng Tao Feng 0007 Chaofan Fu Yuhao Fu Tian Gao Zhongqiang Gao Werner Geyer Ting Guo 0003 Yongzhen Guo Zhichun Guo Zirui Guo Ruihua Han Rungang Han Xixuan Hao Xiangnan He 0001 Yue He Zhengyu He Bryan Hooi Hengchang Hu Jie Hu 0007 Jun Hu Junfeng Hu 0001 Xiaobo Hu Hua Hua Zhaoxin Huan Chunzhen Huang Jiani Huang 0001 Jimmy Huang 0001Jimmy X. HuangJimmy Xiangji Huang Lianghao Huang Ting Huang Yue Huang 0001 Christian S. Jensen Jiahao Ji Wenzhe Jia Meng Jiang 0001 Yangqin Jiang Yongguo Jiang Dingnan Jin Lin Ju Ben Kao Xiaoping Lai Chaoliu Li Chenliang Li 0005 Huizhong Li Jianguo Li Jiawei Li Longfei Li Shicheng Li Shuzhe Li Xiang Li 0111 Yanzhe Li Youhuan Li Zhe Li Zhenhui Li Zhonghang Li Zhonghang Li 0004 Zongwei Li 0004 Lei Liang Yuxuan Liang 0002 Kangyi Lin Suwen Lin Xin Lin 0005 Jie Ling 0002 Bo Liu 0005 Jia Liu Jian Liu 0001 Song Liu Xu Liu 0014 Yiding Liu Yuxi Liu 0005 Zhenguang Liu Zheyuan Liu 0010 Zhijun Liu Ziqi Liu Cheng Long 0001 Xiaoling Long Mengyin Lu Da Luo Ji Luo Ronghua Luo Yu Luo 0004 Qiyao Ma Yi Ma Gregory R. MadeyGreg Madey Brian Mann Jermaine Marshall Stephen M. Mattingly Ronald A. Metoyer Shayan Mirjafari Nuno Moniz Xin Mu Junjie Ou Zhongyu Ouyang Liang Pang 0001 Jian Pei 0001 Jianxue Qian Guangming Qin Xubin Ren Yuxiang Ren Pablo Robles-Granda Jian Sha Yizhen Shao Guangming Sheng Baoxu Shi Han Shi Jiao Shi Jieming Shi 0001 Lei Shi Yunfei Shi Changsheng Shui Dongjin Song Lexue Song Peng Song 0002 Shun Song Junwei Su Lixin Su Zhenhang Sun Ananthram Swami Jiabin Tang Li Tang Xianfeng Tang Jun Tao 0002 Ling Team Douglas Thain Changxin Tian Yijun Tian 0001 Nathan Vance Bin Wang 0045 Dong Wang 0002 Fakang Wang Gangshan Wang Jingyuan Wang 0001 Jinshuai Wang Junfeng Wang 0009 Kai Wang 0014 Qinyong Wang Shuaiqiang Wang Shuangyang Wang Tianle Wang 0006 Xiang Wang 0010 Yanbo Wang 0005 Yilong Wang Yiwei Wang 0001 Yuanyuan Wang Yuling Wang Zheng Wang 0046 Wei Wei 0027 Haomin Wen Qianlong Wen Zujie Wen Chuan Wu 0001 Jiewei Wu Junjie Wu 0002 Tao Wu Wei Wu 0014 Xian Wu 0003 Zhenhe Wu Lianghao Xia Long Xia Yutong Xia Meiyan Xie Hao Xing Yi Xiong Boren Xu Huance Xu Jian Xu 0019 Jun-Ming XuJunming Xu Kuan Xu Lingrui Xu Peng Xu 0002 Yong Xu 0007 Song Yan Yibo Yan Hongsheng Yang Xueming Yang Yue Yang Yuhao Yang 0002 Zixuan Yang 0001 Huaxiu Yao Jinghua Yao Jiayi Ye Yanfang Ye 0001 Yaowen Ye Dawei Yin 0001 Siu-Ming YiuSiu Ming Yiu Feng Yu Lu Yu 0006 Pengyang Yu Tao Yu 0009 Yanhua Yu Yanwei Yu Feng Yuan Guanghui Yue 0001 Binwei Zeng Guangyao Zhai Bo Zhang Chao Zhang Chunhui Zhang Chuxu Zhang Daniel Yue ZhangDaniel Zhang 0001 Erchi Zhang Haitao Zhang Ji Zhang 0001 Jiahao Zhang Jiawei Zhang 0001 Junbo Zhang 0004 Qianru Zhang Qihui Zhang Shijie Zhang Weiguo Zhang 0002 Wentao Zhang Xiangliang Zhang 0001 Xiaolu Zhang Xiyue Zhang 0006 Xuchao Zhang Yifei Zhang Zhiqiang Zhang 0012 Bingxi Zhao Jiashu Zhao Junping Zhao Wayne Xin ZhaoXin Zhao 0018 Yao Zhao Zhongying Zhao 0001 Chao Zheng 0002 Guangjie Zheng Guanjie Zheng Yu Zheng 0004 Jun Zhou 0011 Wei Zhou 0021 Feng Zhu 0011 Shenglong Zhu Roger Zimmermann Xingchen Zou