AdViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization.

Xiangnan He 0001 University of Science and Technology of China, School of Information Science and Technology, Hefei, China National University of Singapore, School of Computing, Singapore http://www.comp.nus.edu.sg/~xiangnan/ https://dl.acm.org/profile/87658767957 https://orcid.org/0000-0001-8472-7992 https://orcid.org/0000-0001-7231-594X https://ieeexplore.ieee.org/author/37086064412 https://www.wikidata.org/entity/Q130800205 https://scholar.google.com/citations?user=X45Go24AAAAJ Xiangnan He Xiangnan He 0002 Fudan University, Shanghai, China Xiangnan He 0003 Southern University of Science and Technology, Shenzhen, China

Jinda Lu Jinghan Li Yuan Gao Junkang Wu Jiancan Wu Xiang Wang 0010 Xiangnan He 0001 AdViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization. 2026 May 224 134 Int. J. Comput. Vis. 5 https://doi.org/10.1007/s11263-026-02840-0 db/journals/ijcv/ijcv134.html#LuLGWWWH26 streams/journals/ijcv

Juncheng Li 0006 Minghe Gao Xiangnan He 0001 Siliang Tang Wei-Shi Zheng 0001 Jun Xiao 0001 Meng Wang 0001 Tat-Seng Chua Yueting Zhuang Momentor++: Advancing Video Large Language Models With Fine-Grained Long Video Reasoning. 2026 June 6208-6224 48 IEEE Trans. Pattern Anal. Mach. Intell. 6 https://doi.org/10.1109/TPAMI.2026.3656169 db/journals/pami/pami48.html#LiGHTZXWCZ26 streams/journals/pami

Zhengyi Yang 0007 Jiancan Wu Yanchen Luo Jizhi Zhang Yancheng Yuan An Zhang 0003 Xiang Wang 0010 Xiangnan He 0001 Large Language Model Can Interpret Latent Space of Sequential Recommender. 2026 March 59:1-59:38 44 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3786201 db/journals/tois/tois44.html#YangWLZYZWH26 streams/journals/tois

Xingyu Zhu Junfeng Fang Shuo Wang 0008 Beier Zhu Zhicai Wang Yonghui Yang 0001 Xiangnan He 0001 Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation. 1995-2009 2026 ACL (1) https://aclanthology.org/2026.acl-long.89/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#ZhuFWZWYH26 Wentao Shi 0002 Zichun Yu Fuli Feng Xiangnan He 0001 Chenyan Xiong Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search. 6540-6558 2026 ACL (1) https://aclanthology.org/2026.acl-long.296/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#ShiYFHX26 Wentao Shi 0002 Yu Wang 0089 Yuyang Zhao Yuxin Chen Fuli Feng Xueyuan Hao Xi Su Qi Gu Hui Su Xunliang Cai Xiangnan He 0001 AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation. 25371-25413 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.1269/ conf/acl/2026f db/conf/acl/acl2026f.html#ShiWZCFHSGSCH26 Tianyu Zhang Junfeng Fang Houcheng Jiang Xingyu Zhu Xiang Wang 0010 Xiangnan He 0001 LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models. 8425-8428 2026 WWW https://doi.org/10.1145/3774904.3792876 conf/www/2026 db/conf/www/www2026.html#ZhangFJZWH26

Jialei Li Yang Zhang 0072 Yimeng Bai Shuai Zhu Ziqi Xue Xiaoyan Zhao 0005 Dingxian Wang Frank Yang Andrew Rabinovich Xiangnan He 0001 UniGRec: Unified Generative Recommendation with Soft Identifiers for End-to-End Optimization. 2026 January abs/2601.17438 CoRR https://doi.org/10.48550/arXiv.2601.17438 db/journals/corr/corr2601.html#abs-2601-17438 streams/journals/corr

Hongxun Ding Keqin Bao Jizhi Zhang Yi Fang 0008 Wenxin Xu Fuli Feng Xiangnan He 0001 Towards Sample-Efficient and Stable Reinforcement Learning for LLM-based Recommendation. 2026 February abs/2602.00632 CoRR https://doi.org/10.48550/arXiv.2602.00632 db/journals/corr/corr2602.html#abs-2602-00632 streams/journals/corr

Chenxiao Fan Chongming Gao Yaxin Gong Haoyan Liu 0001 Fuli Feng Xiangnan He 0001 Uncertainty-aware Generative Recommendation. 2026 February abs/2602.11719 CoRR https://doi.org/10.48550/arXiv.2602.11719 db/journals/corr/corr2602.html#abs-2602-11719 streams/journals/corr

Jinghan Li Junfeng Fang Jinda Lu Yuan Wang Xiaoyan Guo Tianyu Zhang Xiang Wang 0010 Xiangnan He 0001 Enhancing Multi-Modal LLMs Reasoning via Difficulty-Aware Group Normalization. 2026 February abs/2602.21743 CoRR https://doi.org/10.48550/arXiv.2602.21743 db/journals/corr/corr2602.html#abs-2602-21743 streams/journals/corr

Jiawei Feng Xiaoyu Kong Leheng Sheng Bin Wu 0019 Chao Yi Feifang Yang Xiang-Rong Sheng Han Zhu 0001 Xiang Wang 0010 Jiancan Wu Xiangnan He 0001 Fine-grained Semantics Integration for Large Language Model-based Recommendation. 2026 February abs/2602.22632 CoRR https://doi.org/10.48550/arXiv.2602.22632 db/journals/corr/corr2602.html#abs-2602-22632 streams/journals/corr

Xingyu Zhu Beier Zhu Junfeng Fang Shuo Wang 0008 Yin Zhang Xiang Wang 0010 Xiangnan He 0001 GuardAlign: Test-time Safety Alignment in Multimodal Large Language Models. 2026 February abs/2602.24027 CoRR https://doi.org/10.48550/arXiv.2602.24027 db/journals/corr/corr2602.html#abs-2602-24027 streams/journals/corr

Junfeng Fang Nachuan Chen Houcheng Jiang Dan Zhang Fei Shen Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels. 2026 March abs/2603.02219 CoRR https://doi.org/10.48550/arXiv.2603.02219 db/journals/corr/corr2603.html#abs-2603-02219 streams/journals/corr

Yaxin Gong Chongming Gao Chenxiao Fan Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Breaking User-Centric Agency: A Tri-Party Framework for Agent-Based Recommendation. 2026 March abs/2603.10673 CoRR https://doi.org/10.48550/arXiv.2603.10673 db/journals/corr/corr2603.html#abs-2603-10673 streams/journals/corr

Xingyu Zhu Beier Zhu Shuo Wang 0008 Junfeng Fang Kesen Zhao Hanwang Zhang Xiangnan He 0001 Principled Steering via Null-space Projection for Jailbreak Defense in Vision-Language Models. 2026 March abs/2603.22094 CoRR https://doi.org/10.48550/arXiv.2603.22094 db/journals/corr/corr2603.html#abs-2603-22094 streams/journals/corr

Kexin Huang Haoming Meng Junkang Wu Jinda Lu Chiyu Ma Ziqian Chen Xue Wang 0010 Bolin Ding Jiancan Wu Xiang Wang 0010 Xiangnan He 0001 Guoyin Wang Jingren Zhou 0001 On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation. 2026 March abs/2603.22117 CoRR https://doi.org/10.48550/arXiv.2603.22117 db/journals/corr/corr2603.html#abs-2603-22117 streams/journals/corr

Jinda Lu Junkang Wu Jinghan Li Kexin Huang Shuo Yang Guoyin Wang Jiancan Wu Xiang Wang 0010 Xiangnan He 0001 Bridging Perception and Reasoning: Token Reweighting for RLVR in Multimodal LLMs. 2026 March abs/2603.25077 CoRR https://doi.org/10.48550/arXiv.2603.25077 db/journals/corr/corr2603.html#abs-2603-25077 streams/journals/corr

Jianfei Xiao Xiang Yu Chengbing Wang Wuqiang Zheng Xinyu Lin 0001 Kaining Liu Hongxun Ding Yang Zhang 0072 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment. 2026 March abs/2603.26680 CoRR https://doi.org/10.48550/arXiv.2603.26680 db/journals/corr/corr2603.html#abs-2603-26680 streams/journals/corr

Wentao Shi 0002 Yu Wang 0089 Yuyang Zhao Yuxin Chen Fuli Feng Xueyuan Hao Xi Su Qi Gu Hui Su Xunliang Cai Xiangnan He 0001 AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation. 2026 April abs/2604.18240 CoRR https://doi.org/10.48550/arXiv.2604.18240 db/journals/corr/corr2604.html#abs-2604-18240 streams/journals/corr

Xingyu Zhu Junfeng Fang Shuo Wang 0008 Beier Zhu Zhicai Wang Yonghui Yang 0001 Xiangnan He 0001 Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation. 2026 April abs/2604.20366 CoRR https://doi.org/10.48550/arXiv.2604.20366 db/journals/corr/corr2604.html#abs-2604-20366 streams/journals/corr

Jiaju Chen Jinghua Piao Xia Xu Songwei Li Tong Xia Xiangnan He 0001 Yong Li 0008 AgentEconomist: An End-to-end Agentic System Translating Economic Intuitions into Executable Computational Experiments. 2026 April abs/2604.27725 CoRR https://doi.org/10.48550/arXiv.2604.27725 db/journals/corr/corr2604.html#abs-2604-27725 streams/journals/corr

Jiaju Chen Chongming Gao Chenxiao Fan Haoyan Liu 0001 Qingpeng Cai 0001 Peng Jiang 0002 Xiangnan He 0001 Position-Aware Drafting for Inference Acceleration in LLM-Based Generative List-Wise Recommendation. 2026 April abs/2604.27747 CoRR https://doi.org/10.48550/arXiv.2604.27747 db/journals/corr/corr2604.html#abs-2604-27747 streams/journals/corr

Ruijun Chen Chongming Gao Jiawei Chen 0007 Weiqin Yang 0002 Xiangnan He 0001 Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation. 2026 May abs/2605.04559 CoRR https://doi.org/10.48550/arXiv.2605.04559 db/journals/corr/corr2605.html#abs-2605-04559 streams/journals/corr

Houcheng Jiang Jiajun Fu Junfeng Fang Chen Gao 0001 Xiang Wang 0010 Xiangnan He 0001 Yong Li 0008 UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs. 2026 May abs/2605.11856 CoRR https://doi.org/10.48550/arXiv.2605.11856 db/journals/corr/corr2605.html#abs-2605-11856 streams/journals/corr

Xinyuan Wang Wenyu Mao Junkang Wu Xiang Wang 0010 Xiangnan He 0001 R^2-Mem: Reflective Experience for Memory Search. 2026 May abs/2605.13486 CoRR https://doi.org/10.48550/arXiv.2605.13486 db/journals/corr/corr2605.html#abs-2605-13486 streams/journals/corr

Bohao Wang Yu Cui Zhenxiang Xu Jujia Zhao Chenxiao Fan Jizhi Zhang Weiqin Yang 0002 Shengjia Zhang Sirui Chen Yang Zhang 0072 Xiaoyan Zhao 0005 Wenjie Wang 0007 Chongming Gao Fuli Feng Xiangnan He 0001 Jiawei Chen 0007 Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges. 2026 June abs/2606.00540 CoRR https://doi.org/10.48550/arXiv.2606.00540 db/journals/corr/corr2606.html#abs-2606-00540 streams/journals/corr

Hongxun Ding Xiang Yu Chengbing Wang Jianfei Xiao Keqin Bao Wenjie Wang 0007 Xiangnan He 0001 Towards Root Memories: Benchmarking and Enhancing Implicit Logical Memory Retrieval for Personalized LLMs. 2026 June abs/2606.23283 CoRR https://doi.org/10.48550/arXiv.2606.23283 db/journals/corr/corr2606.html#abs-2606-23283 streams/journals/corr

Rui Yan Xiangnan He 0001 Zhen Wang Yuting Wang Zhemin Li Xian Li A compact autonomous inspection system for greenhouse environmental information sensing and three-dimensional visualization. 109976 2025 231 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.109976 db/journals/cea/cea231.html#YanHWWLL25 streams/journals/cea

Shang Wang Haihong Hao Yuan Gao 0020 Xiang Wang 0010 Xiangnan He 0001 Attribute encoding transformer on unattributed dynamic graphs for anomaly detection. 10025-10035 2025 December 16 Int. J. Mach. Learn. Cybern. 12 https://doi.org/10.1007/s13042-024-02521-9 db/journals/mlc/mlc16.html#WangHGWH25 streams/journals/mlc

Yongduo Sui Shuyao Wang Jie Sun 0030 Zhiyuan Liu 0010 Qing Cui Longfei Li Jun Zhou 0011 Xiang Wang 0010 Xiangnan He 0001 A Simple Data Augmentation for Graph Classification: A Perspective of Equivariance and Invariance. 51:1-51:24 2025 February 19 ACM Trans. Knowl. Discov. Data 2 https://doi.org/10.1145/3706062 db/journals/tkdd/tkdd19.html#SuiWSLCLZWH25 streams/journals/tkdd

Yang Zhang 0072 Fuli Feng Jizhi Zhang Keqin Bao Qifan Wang 0001 Xiangnan He 0001 CoLLM: Integrating Collaborative Embeddings Into Large Language Models for Recommendation. 2329-2340 2025 May 37 IEEE Trans. Knowl. Data Eng. 5 https://doi.org/10.1109/TKDE.2025.3540912 db/journals/tkde/tkde37.html#ZhangFZBWH25 streams/journals/tkde

Zhiyu Hu Yang Zhang 0072 Minghao Xiao Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Exact and Efficient Unlearning for Large Language Model-Based Recommendation. 5866-5877 2025 October 37 IEEE Trans. Knowl. Data Eng. 10 https://doi.org/10.1109/TKDE.2025.3594687 db/journals/tkde/tkde37.html#HuZXWFH25 streams/journals/tkde

Shuo Wang 0008 Xinyu Zhang 0017 Meng Wang 0001 Xiangnan He 0001 Symmetric Hallucination With Knowledge Transfer for Few-Shot Learning. 1797-1807 2025 27 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2024.3521802 db/journals/tmm/tmm27.html#WangZWH25 streams/journals/tmm

Wenyu Mao Jiancan Wu Weijian Chen 0001 Chongming Gao Xiang Wang 0010 Xiangnan He 0001 Reinforced Prompt Personalization for Recommendation with Large Language Models. 72:1-72:27 2025 May 43 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3716320 db/journals/tois/tois43.html#MaoWCGWH25 streams/journals/tois

Keqin Bao Ming Yan Yang Zhang 0072 Jizhi Zhang Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation. 14278-14291 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.735 https://aclanthology.org/2025.findings-acl.735/ conf/acl/2025f db/conf/acl/acl2025f.html#BaoYZZ0F025 Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Wenjie Wang 0007 Fuli Feng Hamed Zamani Xiangnan He 0001 Tat-Seng Chua Personalized Generation In Large Model Era: A Survey. 24607-24649 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.1201 https://aclanthology.org/2025.acl-long.1201/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#XuZSHWFZ0C25 Mingyang An Yuan Gao Jinghan Li Xiang Wang 0010 Xiangnan He 0001 FRAUDLLM: Zero-Shot Fraud Detection with Large Language Models. 76-89 2025 CCIR https://doi.org/10.1007/978-981-95-5637-3_6 conf/ccir/2025 db/conf/ccir/ccir2025.html#AnGLWH25 streams/conf/ccir Yongxin Ni Yu Cheng 0011 Xiangyan Liu Junchen Fu Youhua Li Xiangnan He 0001 Yongfeng Zhang 0003 Fajie Yuan A Content-Driven Micro-Video Recommendation Dataset at Scale. 6486-6491 2025 CIKM https://doi.org/10.1145/3746252.3761655 conf/cikm/2025 db/conf/cikm/cikm2025.html#Ni0LFL0ZY25 Yuyang Zhao Wentao Shi 0002 Fuli Feng Xiangnan He 0001 AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance. 6767-6771 2025 CIKM https://doi.org/10.1145/3746252.3761473 conf/cikm/2025 db/conf/cikm/cikm2025.html#Zhao0F025 Yuan Wang Ouxiang Li Tingting Mu Yanbin Hao Kuien Liu Xiang Wang 0010 Xiangnan He 0001 Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters. 28759-28768 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Wang_Precise_Fast_and_Low-cost_Concept_Erasure_in_Value_Space__CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.02678 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#WangLMHLWH25 Wei Shi Sihang Li 0002 Tao Liang Mingyang Wan Guojun Ma Xiang Wang 0010 Xiangnan He 0001 Route Sparse Autoencoder to Interpret Large Language Models. 6801-6815 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.346 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#ShiLLWMWH25 streams/conf/emnlp Chenlu Ding Jiancan Wu Yancheng Yuan Jinda Lu Kai Zhang 0038 Alex Su Xiang Wang 0010 Xiangnan He 0001 Unified Parameter-Efficient Unlearning for LLMs. 2025 ICLR https://openreview.net/forum?id=zONMuIVCAT conf/iclr/2025 db/conf/iclr/iclr2025.html#DingWYL0S0025 Junfeng Fang Houcheng Jiang Kun Wang 0056 Yunshan Ma 0002 Jie Shi 0005 Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. 2025 ICLR https://openreview.net/forum?id=HvSytvg3Jh conf/iclr/2025 db/conf/iclr/iclr2025.html#FangJWMSW0C25 Junkang Wu Yuexiang Xie Zhengyi Yang 0007 Jiancan Wu Jiawei Chen 0007 Jinyang Gao Bolin Ding Xiang Wang 0010 Xiangnan He 0001 Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. 2025 ICLR https://openreview.net/forum?id=CbfsKHiWEn conf/iclr/2025 db/conf/iclr/iclr2025.html#WuX0W0GDW025 Kexin Huang Junkang Wu Ziqian Chen Xue Wang 0010 Jinyang Gao Bolin Ding Jiancan Wu Xiangnan He 0001 Xiang Wang 0010 Larger or Smaller Reward Margins to Select Preferences for LLM Alignment? 2025 ICML https://proceedings.mlr.press/v267/huang25al.html https://openreview.net/forum?id=ncTwQagrj8 conf/icml/2025 db/conf/icml/icml2025.html#HuangWC0GDW0025 Houcheng Jiang Junfeng Fang Ningyu Zhang 0001 Mingyang Wan Guojun Ma Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua AnyEdit: Edit Any Knowledge Encoded in Language Models. 2025 ICML https://proceedings.mlr.press/v267/jiang25b.html https://openreview.net/forum?id=aJIoBur0Ef conf/icml/2025 db/conf/icml/icml2025.html#JiangF0WM00C25 Jinda Lu Junkang Wu Jinghan Li Xiaojun Jia Shuo Wang 0008 Yifan Zhang 0004 Junfeng Fang Xiang Wang 0010 Xiangnan He 0001 DAMA: Data- and Model-aware Alignment of Multi-modal LLMs. 2025 ICML https://proceedings.mlr.press/v267/lu25m.html https://openreview.net/forum?id=zvZTIXkzDe conf/icml/2025 db/conf/icml/icml2025.html#LuWLJ00F0025 Junkang Wu Xue Wang 0010 Zhengyi Yang 0007 Jiancan Wu Jinyang Gao Bolin Ding Xiang Wang 0010 Xiangnan He 0001 AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization. 2025 ICML https://proceedings.mlr.press/v267/wu25af.html https://openreview.net/forum?id=ETLKYVMVLt conf/icml/2025 db/conf/icml/icml2025.html#Wu00WGD0025 Xun Deng Han Zhong Rui Ai 0004 Fuli Feng Zheng Wang 0027 Xiangnan He 0001 Less is More: Improving LLM Alignment via Preference Data Selection. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/ebf95a6f3c575322da15d4fd0fc2b3c8-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#DengZAFWH25 Jiayi Liao Ruobing Xie Sihang Li 0002 Xiang Wang 0010 Xingwu Sun Zhanhui Kang Xiangnan He 0001 Multi-Grained Patch Training for Efficient LLM-based Recommendation. 1572-1581 2025 SIGIR https://doi.org/10.1145/3726302.3730042 conf/sigir/2025 db/conf/sigir/sigir2025.html#LiaoX00SK025 Chongming Gao Mengyao Gao Chenxiao Fan Shuai Yuan 0018 Wentao Shi 0002 Xiangnan He 0001 Process-Supervised LLM Recommenders via Flow-guided Tuning. 1934-1943 2025 SIGIR https://doi.org/10.1145/3726302.3729981 conf/sigir/2025 db/conf/sigir/sigir2025.html#GaoGFY0025 Wenyu Mao Zhengyi Yang 0007 Jiancan Wu Haozhe Liu Yancheng Yuan Xiang Wang 0010 Xiangnan He 0001 Addressing Missing Data Issue for Diffusion-based Recommendation. 2152-2161 2025 SIGIR https://doi.org/10.1145/3726302.3729890 conf/sigir/2025 db/conf/sigir/sigir2025.html#Mao0WLYW025 Shihao Cai Jizhi Zhang Keqin Bao Chongming Gao Qifan Wang 0001 Fuli Feng Xiangnan He 0001 Agentic Feedback Loop Modeling Improves Recommendation and User Simulation. 2235-2244 2025 SIGIR https://doi.org/10.1145/3726302.3729893 conf/sigir/2025 db/conf/sigir/sigir2025.html#CaiZBGWF025 Yiyan Xu Wenjie Wang 0007 Yang Zhang 0072 Biao Tang 0002 Peng Yan Fuli Feng Xiangnan He 0001 Personalized Image Generation with Large Multimodal Models. 264-274 2025 WWW https://doi.org/10.1145/3696410.3714843 conf/www/2025 db/conf/www/www2025.html#Xu0ZTYF025 Tianyu Zhang Junfeng Fang Houcheng Jiang Baolong Bi Xiang Wang 0010 Xiangnan He 0001 Explainable and Efficient Editing for Large Language Models. 1963-1976 2025 WWW https://doi.org/10.1145/3696410.3714835 conf/www/2025 db/conf/www/www2025.html#ZhangFJBW025 Yang Zhang 0072 Wenjie Wang 0007 Xinyu Lin 0001 Fuli Feng Hongzhi Yin Wayne Xin Zhao Lina Yao 0001 Yang Song 0008 Xiangnan He 0001 The 3rd Workshop on Personal Intelligence with Generative AI. 2377-2380 2025 WWW (Companion Volume) https://doi.org/10.1145/3701716.3717524 conf/www/2025c db/conf/www/www2025c.html#Zhang0LFYZYS025 Wenjie Wang 0007 Xinyu Lin 0001 Fuli Feng Xiangnan He 0001 Tat-Seng Chua Generative Recommendation: Towards Personalized Multimodal Content Generation. 2421-2425 2025 WWW (Companion Volume) https://doi.org/10.1145/3701716.3717529 conf/www/2025c db/conf/www/www2025c.html#00070F0C25 Chongming Gao Ruijun Chen Shuai Yuan 0018 Kexin Huang Yuanqing Yu Xiangnan He 0001 SPRec: Self-Play to Debias LLM-based Recommendation. 5075-5084 2025 WWW https://doi.org/10.1145/3696410.3714524 conf/www/2025 db/conf/www/www2025.html#GaoCYHY025 Xiangnan He 0001 Zhaochun Ren Ruiming Tang Information Retrieval - 30th China Conference, CCIR 2024, Wuhan, China, October 18-20, 2024, Revised Selected Papers CCIR Springer 2025 Lecture Notes in Computer Science 15418 978-981-96-1709-8 978-981-96-1710-4 https://doi.org/10.1007/978-981-96-1710-4 db/conf/ccir/ccir2024.html

Jiayi Liao Ruobing Xie Sihang Li 0002 Xiang Wang 0010 Xingwu Sun Zhanhui Kang Xiangnan He 0001 PatchRec: Multi-Grained Patching for Efficient LLM-based Sequential Recommendation. 2025 January abs/2501.15087 CoRR https://doi.org/10.48550/arXiv.2501.15087 db/journals/corr/corr2501.html#abs-2501-15087 streams/journals/corr

Wentao Shi 0002 Zichun Yu Fuli Feng Xiangnan He 0001 Chenyan Xiong Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search. 2025 February abs/2502.00955 CoRR https://doi.org/10.48550/arXiv.2502.00955 db/journals/corr/corr2502.html#abs-2502-00955 streams/journals/corr

Chenlu Ding Jiancan Wu Yancheng Yuan Junfeng Fang Cunchun Li Xiang Wang 0010 Xiangnan He 0001 Addressing Delayed Feedback in Conversion Rate Prediction via Influence Functions. 2025 February abs/2502.01669 CoRR https://doi.org/10.48550/arXiv.2502.01669 db/journals/corr/corr2502.html#abs-2502-01669 streams/journals/corr

Jinda Lu Junkang Wu Jinghan Li Xiaojun Jia Shuo Wang 0008 Yifan Zhang 0004 Junfeng Fang Xiang Wang 0010 Xiangnan He 0001 DAMA: Data- and Model-aware Alignment of Multi-modal LLMs. 2025 February abs/2502.01943 CoRR https://doi.org/10.48550/arXiv.2502.01943 db/journals/corr/corr2502.html#abs-2502-01943 streams/journals/corr

Yi Fang 0010 Wenjie Wang 0007 Yang Zhang 0072 Fengbin Zhu Qifan Wang 0001 Fuli Feng Xiangnan He 0001 Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment. 2025 February abs/2502.02061 CoRR https://doi.org/10.48550/arXiv.2502.02061 db/journals/corr/corr2502.html#abs-2502-02061 streams/journals/corr

Houcheng Jiang Junfeng Fang Ningyu Zhang 0001 Guojun Ma Mingyang Wan Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua AnyEdit: Edit Any Knowledge Encoded in Language Models. 2025 February abs/2502.05628 CoRR https://doi.org/10.48550/arXiv.2502.05628 db/journals/corr/corr2502.html#abs-2502-05628 streams/journals/corr

Xun Deng Han Zhong Rui Ai 0004 Fuli Feng Zheng Wang 0027 Xiangnan He 0001 Less is More: Improving LLM Alignment via Preference Data Selection. 2025 February abs/2502.14560 CoRR https://doi.org/10.48550/arXiv.2502.14560 db/journals/corr/corr2502.html#abs-2502-14560 streams/journals/corr

Kexin Huang Junkang Wu Ziqian Chen Xue Wang 0010 Jinyang Gao Bolin Ding Jiancan Wu Xiangnan He 0001 Xiang Wang 0010 Larger or Smaller Reward Margins to Select Preferences for Alignment? 2025 March abs/2503.01864 CoRR https://doi.org/10.48550/arXiv.2503.01864 db/journals/corr/corr2503.html#abs-2503-01864 streams/journals/corr

Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Wenjie Wang 0007 Fuli Feng Hamed Zamani Xiangnan He 0001 Tat-Seng Chua Personalized Generation In Large Model Era: A Survey. 2025 March abs/2503.02614 CoRR https://doi.org/10.48550/arXiv.2503.02614 db/journals/corr/corr2503.html#abs-2503-02614 streams/journals/corr

Zihao Zhao 0004 Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He 0001 Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks. 2025 March abs/2503.03687 CoRR https://doi.org/10.48550/arXiv.2503.03687 db/journals/corr/corr2503.html#abs-2503-03687 streams/journals/corr

Chongming Gao Mengyao Gao Chenxiao Fan Shuai Yuan 0018 Wentao Shi 0002 Xiangnan He 0001 Process-Supervised LLM Recommenders via Flow-guided Tuning. 2025 March abs/2503.07377 CoRR https://doi.org/10.48550/arXiv.2503.07377 db/journals/corr/corr2503.html#abs-2503-07377 streams/journals/corr

Junkang Wu Kexin Huang Xue Wang 0010 Jinyang Gao Bolin Ding Jiancan Wu Xiangnan He 0001 Xiang Wang 0010 RePO: ReLU-based Preference Optimization. 2025 March abs/2503.07426 CoRR https://doi.org/10.48550/arXiv.2503.07426 db/journals/corr/corr2503.html#abs-2503-07426 streams/journals/corr

Wei Shi Sihang Li 0002 Tao Liang Mingyang Wan Gojun Ma Xiang Wang 0010 Xiangnan He 0001 Route Sparse Autoencoder to Interpret Large Language Models. 2025 March abs/2503.08200 CoRR https://doi.org/10.48550/arXiv.2503.08200 db/journals/corr/corr2503.html#abs-2503-08200 streams/journals/corr

Jinda Lu Jinghan Li Yuan Gao Junkang Wu Jiancan Wu Xiang Wang 0010 Xiangnan He 0001 AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization. 2025 April abs/2504.15619 CoRR https://doi.org/10.48550/arXiv.2504.15619 db/journals/corr/corr2504.html#abs-2504-15619 streams/journals/corr

Wenyu Mao Zhengyi Yang 0007 Jiancan Wu Haozhe Liu Yancheng Yuan Xiang Wang 0010 Xiangnan He 0001 Addressing Missing Data Issue for Diffusion-based Recommendation. 2025 May abs/2505.12283 CoRR https://doi.org/10.48550/arXiv.2505.12283 db/journals/corr/corr2505.html#abs-2505-12283 streams/journals/corr

Yang Zhang 0072 Wenxin Xu Xiaoyan Zhao 0005 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Tat-Seng Chua Reinforced Latent Reasoning for LLM-based Recommendation. 2025 May abs/2505.19092 CoRR https://doi.org/10.48550/arXiv.2505.19092 db/journals/corr/corr2505.html#abs-2505-19092 streams/journals/corr

Houcheng Jiang Zetong Zhao Junfeng Fang Haokai Ma Ruipeng Wang Yang Deng 0002 Xiang Wang 0010 Xiangnan He 0001 Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs. 2025 June abs/2506.13285 CoRR https://doi.org/10.48550/arXiv.2506.13285 db/journals/corr/corr2506.html#abs-2506-13285 streams/journals/corr

Shanle Zheng Keqin Bao Jizhi Zhang Yang Zhang 0072 Fuli Feng Xiangnan He 0001 Boosting Parameter Efficiency in LLM-Based Recommendation through Sophisticated Pruning. 2025 July abs/2507.07064 CoRR https://doi.org/10.48550/arXiv.2507.07064 db/journals/corr/corr2507.html#abs-2507-07064 streams/journals/corr

Keqin Bao Nuo Chen Xiaoyuan Li 0001 Binyuan Hui Bowen Yu 0002 Fuli Feng Xiangnan He 0001 Dayiheng Liu Teaching LLM to Reason: Reinforcement Learning from Algorithmic Problems without Code. 2025 July abs/2507.07498 CoRR https://doi.org/10.48550/arXiv.2507.07498 db/journals/corr/corr2507.html#abs-2507-07498 streams/journals/corr

Jinqiu Jin Yang Zhang 0072 Fuli Feng Xiangnan He 0001 Generative Multi-Target Cross-Domain Recommendation. 2025 July abs/2507.12871 CoRR https://doi.org/10.48550/arXiv.2507.12871 db/journals/corr/corr2507.html#abs-2507-12871 streams/journals/corr

Yuyang Zhao Wentao Shi 0002 Fuli Feng Xiangnan He 0001 AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance. 2025 August abs/2508.18689 CoRR https://doi.org/10.48550/arXiv.2508.18689 db/journals/corr/corr2508.html#abs-2508-18689 streams/journals/corr

Wence Ji Jiancan Wu Aiying Li Shuyi Zhang Junkang Wu An Zhang 0003 Xiang Wang 0010 Xiangnan He 0001 bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs. 2025 September abs/2509.19775 CoRR https://doi.org/10.48550/arXiv.2509.19775 db/journals/corr/corr2509.html#abs-2509-19775 streams/journals/corr

Junkang Wu Kexin Huang Jiancan Wu An Zhang 0003 Xiang Wang 0010 Xiangnan He 0001 Quantile Advantage Estimation for Entropy-Safe Reasoning. 2025 September abs/2509.22611 CoRR https://doi.org/10.48550/arXiv.2509.22611 db/journals/corr/corr2509.html#abs-2509-22611 streams/journals/corr

Chenlu Ding Jiancan Wu Leheng Sheng Fan Zhang 0053 Yancheng Yuan Xiang Wang 0010 Xiangnan He 0001 MLLMEraser: Achieving Test-Time Unlearning in Multimodal Large Language Models through Activation Steering. 2025 October abs/2510.04217 CoRR https://doi.org/10.48550/arXiv.2510.04217 db/journals/corr/corr2510.html#abs-2510-04217 streams/journals/corr

Houcheng Jiang Junfeng Fang Jiaxin Wu Tianyu Zhang Chen Gao 0001 Yong Li 0008 Xiang Wang 0010 Xiangnan He 0001 Yang Deng 0002 Contrastive Weak-to-strong Generalization. 2025 October abs/2510.07884 CoRR https://doi.org/10.48550/arXiv.2510.07884 db/journals/corr/corr2510.html#abs-2510-07884 streams/journals/corr

Yuan Sheng Yanbin Hao Chenxu Li Shuo Wang 0008 Xiangnan He 0001 SeViCES: Unifying Semantic-Visual Evidence Consensus for Long Video Understanding. 2025 October abs/2510.20622 CoRR https://doi.org/10.48550/arXiv.2510.20622 db/journals/corr/corr2510.html#abs-2510-20622 streams/journals/corr

Xiaoyu Kong Leheng Sheng Junfei Tan Yuxin Chen Jiancan Wu An Zhang 0003 Xiang Wang 0010 Xiangnan He 0001 MiniOneRec: An Open-Source Framework for Scaling Generative Recommendation. 2025 October abs/2510.24431 CoRR https://doi.org/10.48550/arXiv.2510.24431 db/journals/corr/corr2510.html#abs-2510-24431 streams/journals/corr

Mengyao Gao Chongming Gao Haoyan Liu 0001 Qingpeng Cai 0001 Peng Jiang 0002 Jiajia Chen 0012 Shuai Yuan 0018 Xiangnan He 0001 MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation. 2025 November abs/2511.12597 CoRR https://doi.org/10.48550/arXiv.2511.12597 db/journals/corr/corr2511.html#abs-2511-12597 streams/journals/corr

Chengbing Wang Yang Zhang 0072 Wenjie Wang 0007 Xiaoyan Zhao 0005 Fuli Feng Xiangnan He 0001 Tat-Seng Chua Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation. 2025 December abs/2512.06690 CoRR https://doi.org/10.48550/arXiv.2512.06690 db/journals/corr/corr2512.html#abs-2512-06690 streams/journals/corr

Xiqiao Xiong Ouxiang Li Zhuo Liu Moxin Li Wentao Shi 0002 Fuli Feng Xiangnan He 0001 RL-MTJail: Reinforcement Learning for Automated Black-Box Multi-Turn Jailbreaking of Large Language Models. 2025 December abs/2512.07761 CoRR https://doi.org/10.48550/arXiv.2512.07761 db/journals/corr/corr2512.html#abs-2512-07761 streams/journals/corr

Jiajia Chen 0012 Jiancan Wu Jiawei Chen 0007 Xin Xin 0003 Yong Li 0008 Xiangnan He 0001 How graph convolutions amplify popularity bias for recommendation? 185603 2024 October 18 Frontiers Comput. Sci. 5 https://doi.org/10.1007/s11704-023-2655-2 db/journals/fcsc/fcsc18.html#ChenWCXLH24

Zhaochun Ren Xiangnan He 0001 Dawei Yin 0001 Maarten de Rijke Information Discovery in E-commerce. 417-690 2024 18 Found. Trends Inf. Retr. 4-5 https://doi.org/10.1561/1500000097 db/journals/ftir/ftir18.html#RenHYR24 streams/journals/ftir

Yongduo Sui Xiang Wang 0010 Tianlong Chen 0001 Meng Wang 0001 Xiangnan He 0001 Tat-Seng Chua Inductive Lottery Ticket Learning for Graph Neural Networks. 1223-1237 2024 November 39 J. Comput. Sci. Technol. 6 https://doi.org/10.1007/s11390-023-2583-5 db/journals/jcst/jcst39.html#SuiWCWHC24 streams/journals/jcst

Shuo Wang 0008 Jinda Lu Haiyang Xu 0002 Yanbin Hao Xiangnan He 0001 Feature Mixture on Pre-Trained Model for Few-Shot Learning. 4104-4115 2024 33 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2024.3411452 db/journals/tip/tip33.html#WangLXHH24

Yongduo Sui Wenyu Mao Shuyao Wang Xiang Wang 0010 Jiancan Wu Xiangnan He 0001 Tat-Seng Chua Enhancing Out-of-distribution Generalization on Graphs via Causal Attention Learning. 127:1-127:24 2024 June 18 ACM Trans. Knowl. Discov. Data 5 https://doi.org/10.1145/3644392 https://www.wikidata.org/entity/Q128501321 db/journals/tkdd/tkdd18.html#SuiMWWWHC24

Xinyuan Zhu Yang Zhang 0072 Fuli Feng Xun Yang 0001 Dingxian Wang Xiangnan He 0001 Mitigating Hidden Confounding Effects for Causal Recommendation. 4794-4805 2024 September 36 IEEE Trans. Knowl. Data Eng. 9 https://doi.org/10.1109/TKDE.2024.3378482 db/journals/tkde/tkde36.html#ZhuZFYWH24 streams/journals/tkde

Yuan Gao 0020 Jinghan Li Xiang Wang 0010 Xiangnan He 0001 Huamin Feng Yongdong Zhang 0001 Revisiting Attack-Caused Structural Distribution Shift in Graph Anomaly Detection. 4849-4861 2024 September 36 IEEE Trans. Knowl. Data Eng. 9 https://doi.org/10.1109/TKDE.2024.3380709 db/journals/tkde/tkde36.html#GaoLWHFZ24 streams/journals/tkde

Weijian Chen 0001 Yixin Cao 0002 Fuli Feng Xiangnan He 0001 Yongdong Zhang 0001 HoGRN: Explainable Sparse Knowledge Graph Completion via High-Order Graph Reasoning Network. 8462-8475 2024 December 36 IEEE Trans. Knowl. Data Eng. 12 https://doi.org/10.1109/TKDE.2024.3422226 db/journals/tkde/tkde36.html#ChenCFHZ24 streams/journals/tkde

Sihao Ding 0003 Fuli Feng Xiangnan He 0001 Yong Liao Jun Shi Yongdong Zhang 0001 Causal Incremental Graph Convolution for Recommender System Retraining. 4718-4728 2024 April 35 IEEE Trans. Neural Networks Learn. Syst. 4 https://doi.org/10.1109/TNNLS.2022.3156066 db/journals/tnn/tnn35.html#DingFHLSZ24

Xun Deng Fuli Feng Xiang Wang 0010 Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Learning to Double-Check Model Prediction From a Causal Perspective. 5054-5063 2024 April 35 IEEE Trans. Neural Networks Learn. Syst. 4 https://doi.org/10.1109/TNNLS.2023.3264712 db/journals/tnn/tnn35.html#DengFWHZC24

Chongming Gao Shiqi Wang 0018 Shijun Li 0002 Jiawei Chen 0007 Xiangnan He 0001 Wenqiang Lei Biao Li 0002 Yuan Zhang 0024 Peng Jiang 0002 CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System. 14:1-14:27 2024 January 42 ACM Trans. Inf. Syst. 1 https://doi.org/10.1145/3594871 db/journals/tois/tois42.html#GaoWLCHLLZJ24

Chen Gao 0001 Yu Zheng 0010 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Yong Li 0008 Causal Inference in Recommender Systems: A Survey and Future Directions. 88:1-88:32 2024 July 42 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/3639048 db/journals/tois/tois42.html#GaoZWFHL24

Jiayi Liao Xu Chen 0022 Qiang Fu 0015 Lun Du Xiangnan He 0001 Xiang Wang 0010 Shi Han Dongmei Zhang 0001 Text-to-Image Generation for Abstract Concepts. 3360-3368 2024 AAAI https://doi.org/10.1609/aaai.v38i4.28122 conf/aaai/2024 db/conf/aaai/aaai2024.html#LiaoCFD0WH024 Xingyu Zhu Shuo Wang 0008 Jinda Lu Yanbin Hao Haifeng Liu Xiangnan He 0001 Boosting Few-Shot Learning via Attentive Feature Regularization. 7793-7801 2024 AAAI https://doi.org/10.1609/aaai.v38i7.28614 conf/aaai/2024 db/conf/aaai/aaai2024.html#ZhuWLHL024 Yang Zhang 0072 Keqin Bao Ming Yan Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation. 9181-9191 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.497 https://aclanthology.org/2024.acl-long.497 https://www.wikidata.org/entity/Q131458178 conf/acl/2024-1 db/conf/acl/acl2024-1.html#ZhangBYWF024 Tianhao Shi Yang Zhang 0072 Zhijian Xu Chong Chen 0001 Fuli Feng Xiangnan He 0001 Qi Tian 0001 Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems. 4051-4055 2024 CIKM https://doi.org/10.1145/3627673.3679922 https://www.wikidata.org/entity/Q130800222 conf/cikm/2024 db/conf/cikm/cikm2024.html#Shi0X0F0024 Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang 0010 Xiangnan He 0001 Qi Tian 0001 Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model. 17223-17233 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01630 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#WangWWCHW0024 Sihang Li 0002 Zhiyuan Liu 0001 Yanchen Luo Xiang Wang 0010 Xiangnan He 0001 Kenji Kawaguchi Tat-Seng Chua Qi Tian 0001 Towards 3D Molecule-Text Interpretation in Language Models. 2024 ICLR https://openreview.net/forum?id=xI4yNlkaqh conf/iclr/2024 db/conf/iclr/iclr2024.html#Li0L00KC024 Haoxuan Li 0001 Chunyuan Zheng 0001 Sihao Ding 0003 Peng Wu 0012 Zhi Geng Fuli Feng Xiangnan He 0001 Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. 2024 ICLR https://openreview.net/forum?id=52fz5sUAy2 conf/iclr/2024 db/conf/iclr/iclr2024.html#LiZ00GF024 Xun Deng Junlong Liu Han Zhong Fuli Feng Chen Shen 0003 Xiangnan He 0001 Jieping Ye Zheng Wang 0027 A3S: A General Active Clustering Method with Pairwise Constraints. 2024 ICML https://proceedings.mlr.press/v235/deng24b.html https://openreview.net/forum?id=c18noxRh3X conf/icml/2024 db/conf/icml/icml2024.html#DengLZF00YW24 10488-10505 Xiaoyu Kong Jiancan Wu An Zhang 0003 Leheng Sheng Hui Lin Xiang Wang 0010 Xiangnan He 0001 Customizing Language Models with Instance-wise LoRA for Sequential Recommendation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/cd476d01692c508ddf1cb43c6279a704-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#KongW0SLW024 Junkang Wu Yuexiang Xie Zhengyi Yang 0007 Jiancan Wu Jinyang Gao Bolin Ding Xiang Wang 0010 Xiangnan He 0001 β-DPO: Direct Preference Optimization with Dynamic β. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/ea888178abdb6fc233226d12321d754f-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#WuX0WGDW024 Tianhao Shi Yang Zhang 0072 Jizhi Zhang Fuli Feng Xiangnan He 0001 Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach. 2024 SIGIR https://doi.org/10.1145/3626772.3657822 conf/sigir/2024 db/conf/sigir/sigir2024.html#ShiZZF024 448-457 Zihao Zhao 0004 Yi Jing Fuli Feng Jiancan Wu Chongming Gao Xiangnan He 0001 Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients. 2024 SIGIR https://doi.org/10.1145/3626772.3657785 conf/sigir/2024 db/conf/sigir/sigir2024.html#ZhaoJFWG024 533-542 Yiyan Xu Wenjie Wang 0007 Fuli Feng Yunshan Ma 0002 Jizhi Zhang Xiangnan He 0001 Diffusion Models for Generative Outfit Recommendation. 2024 SIGIR https://doi.org/10.1145/3626772.3657719 https://www.wikidata.org/entity/Q131161398 conf/sigir/2024 db/conf/sigir/sigir2024.html#XuWFMZ024 1350-1359 Jiayi Liao Sihang Li 0002 Zhengyi Yang 0007 Jiancan Wu Yancheng Yuan Xiang Wang 0010 Xiangnan He 0001 LLaRA: Large Language-Recommendation Assistant. 2024 SIGIR https://doi.org/10.1145/3626772.3657690 https://www.wikidata.org/entity/Q130858198 conf/sigir/2024 db/conf/sigir/sigir2024.html#LiaoL0WYW024 1785-1795 Wentao Shi 0002 Xiangnan He 0001 Yang Zhang 0072 Chongming Gao Xinyue Li Jizhi Zhang Qifan Wang 0001 Fuli Feng Large Language Models are Learnable Planners for Long-Term Recommendation. 2024 SIGIR https://doi.org/10.1145/3626772.3657683 https://www.wikidata.org/entity/Q130850972 conf/sigir/2024 db/conf/sigir/sigir2024.html#Shi0ZGLZWF24 1893-1903 Junfeng Fang Xinglin Li Yongduo Sui Yuan Gao 0020 Guibin Zhang Kun Wang 0056 Xiang Wang 0010 Xiangnan He 0001 EXGC: Bridging Efficiency and Explainability in Graph Condensation. 721-732 2024 WWW https://doi.org/10.1145/3589334.3645551 conf/www/2024 db/conf/www/www2024.html#FangLSGZWW024 Shuxian Bi Wenjie Wang 0007 Hang Pan 0006 Fuli Feng Xiangnan He 0001 Proactive Recommendation with Iterative Preference Guidance. 871-874 2024 WWW (Companion Volume) https://doi.org/10.1145/3589335.3651548 https://www.wikidata.org/entity/Q131197879 conf/www/2024c db/conf/www/www2024c.html#BiW0F024 Jizhi Zhang Keqin Bao Yang Zhang 0072 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Large Language Models for Recommendation: Progresses and Future Directions. 1268-1271 2024 WWW (Companion Volume) https://doi.org/10.1145/3589335.3641247 https://www.wikidata.org/entity/Q130898600 conf/www/2024c db/conf/www/www2024c.html#ZhangB0WF024 Chen Gao 0001 Fengli Xu Xu Chen 0017 Xiang Wang 0010 Xiangnan He 0001 Yong Li 0008 Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System. 1290-1293 2024 WWW (Companion Volume) https://doi.org/10.1145/3589335.3641253 https://www.wikidata.org/entity/Q130800751 conf/www/2024c db/conf/www/www2024c.html#GaoXCW0L24 Wenjie Wang 0007 Yang Zhang 0072 Xinyu Lin 0001 Fuli Feng Weiwen Liu Yong Liu 0020 Xiangyu Zhao 0001 Wayne Xin Zhao Yang Song 0008 Xiangnan He 0001 The 2nd Workshop on Recommendation with Generative Models. 1715-1718 2024 WWW (Companion Volume) https://doi.org/10.1145/3589335.3641303 https://www.wikidata.org/entity/Q131013530 conf/www/2024c db/conf/www/www2024c.html#WangZLFLLZZS024 Wentao Shi 0002 Chenxu Wang 0010 Fuli Feng Yang Zhang 0072 Wenjie Wang 0007 Junkang Wu Xiangnan He 0001 Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation. 3253-3264 2024 WWW https://doi.org/10.1145/3589334.3645371 conf/www/2024 db/conf/www/www2024.html#ShiWF00W024 Meng Jiang Keqin Bao Jizhi Zhang Wenjie Wang 0007 Zhengyi Yang 0007 Fuli Feng Xiangnan He 0001 Item-side Fairness of Large Language Model-based Recommendation System. 4717-4726 2024 WWW https://doi.org/10.1145/3589334.3648158 https://www.wikidata.org/entity/Q130800206 conf/www/2024 db/conf/www/www2024.html#JiangBZW0F024

Sihang Li 0002 Zhiyuan Liu 0001 Yanchen Luo Xiang Wang 0010 Xiangnan He 0001 Kenji Kawaguchi Tat-Seng Chua Qi Tian 0001 Towards 3D Molecule-Text Interpretation in Language Models. 2024 abs/2401.13923 CoRR https://doi.org/10.48550/arXiv.2401.13923 db/journals/corr/corr2401.html#abs-2401-13923

Yuan Gao 0015 Xiang Wang 0010 Xiangnan He 0001 Zhenguang Liu Huamin Feng Yongdong Zhang 0001 Alleviating Structural Distribution Shift in Graph Anomaly Detection. 2024 abs/2401.14155 CoRR https://doi.org/10.48550/arXiv.2401.14155 db/journals/corr/corr2401.html#abs-2401-14155

Junfeng Fang Xinglin Li Yongduo Sui Yuan Gao 0015 Guibin Zhang Kun Wang 0056 Xiang Wang 0010 Xiangnan He 0001 EXGC: Bridging Efficiency and Explainability in Graph Condensation. 2024 abs/2402.05962 CoRR https://doi.org/10.48550/arXiv.2402.05962 db/journals/corr/corr2402.html#abs-2402-05962

Meng Jiang Keqin Bao Jizhi Zhang Wenjie Wang 0007 Zhengyi Yang 0007 Fuli Feng Xiangnan He 0001 Item-side Fairness of Large Language Model-based Recommendation System. 2024 abs/2402.15215 CoRR https://doi.org/10.48550/arXiv.2402.15215 db/journals/corr/corr2402.html#abs-2402-15215

Yiyan Xu Wenjie Wang 0007 Fuli Feng Yunshan Ma 0002 Jizhi Zhang Xiangnan He 0001 DiFashion: Towards Personalized Outfit Generation and Recommendation. 2024 abs/2402.17279 CoRR https://doi.org/10.48550/arXiv.2402.17279 db/journals/corr/corr2402.html#abs-2402-17279

Wentao Shi 0002 Xiangnan He 0001 Yang Zhang 0072 Chongming Gao Xinyue Li Jizhi Zhang Qifan Wang 0001 Fuli Feng Enhancing Long-Term Recommendation with Bi-level Learnable Large Language Model Planning. 2024 abs/2403.00843 CoRR https://doi.org/10.48550/arXiv.2403.00843 db/journals/corr/corr2403.html#abs-2403-00843

Wentao Shi 0002 Chenxu Wang 0010 Fuli Feng Yang Zhang 0072 Wenjie Wang 0007 Junkang Wu Xiangnan He 0001 Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation. 2024 abs/2403.00844 CoRR https://doi.org/10.48550/arXiv.2403.00844 db/journals/corr/corr2403.html#abs-2403-00844

Wenjie Wang 0007 Yang Zhang 0072 Xinyu Lin 0001 Fuli Feng Weiwen Liu Yong Liu 0020 Xiangyu Zhao 0001 Wayne Xin Zhao Yang Song 0008 Xiangnan He 0001 The 2nd Workshop on Recommendation with Generative Models. 2024 abs/2403.04399 CoRR https://doi.org/10.48550/arXiv.2403.04399 db/journals/corr/corr2403.html#abs-2403-04399

Shuxian Bi Wenjie Wang 0007 Hang Pan 0006 Fuli Feng Xiangnan He 0001 Proactive Recommendation with Iterative Preference Guidance. 2024 abs/2403.07571 CoRR https://doi.org/10.48550/arXiv.2403.07571 db/journals/corr/corr2403.html#abs-2403-07571

Xingyu Zhu Shuo Wang 0008 Jinda Lu Yanbin Hao Haifeng Liu Xiangnan He 0001 Boosting Few-Shot Learning via Attentive Feature Regularization. 2024 abs/2403.17025 CoRR https://doi.org/10.48550/arXiv.2403.17025 db/journals/corr/corr2403.html#abs-2403-17025

Zihao Zhao 0004 Yi Jing Fuli Feng Jiancan Wu Chongming Gao Xiangnan He 0001 Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients. 2024 abs/2403.17745 CoRR https://doi.org/10.48550/arXiv.2403.17745 db/journals/corr/corr2403.html#abs-2403-17745

Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang 0010 Xiangnan He 0001 Qi Tian 0001 Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model. 2024 abs/2403.19600 CoRR https://doi.org/10.48550/arXiv.2403.19600 db/journals/corr/corr2403.html#abs-2403-19600

Zhiyu Hu Yang Zhang 0072 Minghao Xiao Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Exact and Efficient Unlearning for Large Language Model-based Recommendation. 2024 abs/2404.10327 CoRR https://doi.org/10.48550/arXiv.2404.10327 db/journals/corr/corr2404.html#abs-2404-10327

Yongqi Li 0001 Xinyu Lin 0001 Wenjie Wang 0007 Fuli Feng Liang Pang 0001 Wenjie Li 0002 Liqiang Nie Xiangnan He 0001 Tat-Seng Chua A Survey of Generative Search and Recommendation in the Era of Large Language Models. 2024 abs/2404.16924 CoRR https://doi.org/10.48550/arXiv.2404.16924 db/journals/corr/corr2404.html#abs-2404-16924

Haoxuan Li 0001 Chunyuan Zheng 0001 Sihao Ding 0003 Peng Wu 0012 Zhi Geng Fuli Feng Xiangnan He 0001 Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. 2024 abs/2404.19620 CoRR https://doi.org/10.48550/arXiv.2404.19620 db/journals/corr/corr2404.html#abs-2404-19620

Tianhao Shi Yang Zhang 0072 Jizhi Zhang Fuli Feng Xiangnan He 0001 Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach. 2024 abs/2405.01063 CoRR https://doi.org/10.48550/arXiv.2405.01063 db/journals/corr/corr2405.html#abs-2405-01063

Yang Zhang 0072 Keqin Bao Ming Yang 0001 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation. 2024 abs/2406.03210 CoRR https://doi.org/10.48550/arXiv.2406.03210 db/journals/corr/corr2406.html#abs-2406-03210

Junkang Wu Yuexiang Xie Zhengyi Yang 0007 Jiancan Wu Jiawei Chen 0007 Jinyang Gao Bolin Ding Xiang Wang 0010 Xiangnan He 0001 Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. 2024 abs/2407.07880 CoRR https://doi.org/10.48550/arXiv.2407.07880 db/journals/corr/corr2407.html#abs-2407-07880 streams/journals/corr

Junkang Wu Yuexiang Xie Zhengyi Yang 0007 Jiancan Wu Jinyang Gao Bolin Ding Xiang Wang 0010 Xiangnan He 0001 β-DPO: Direct Preference Optimization with Dynamic β. 2024 abs/2407.08639 CoRR https://doi.org/10.48550/arXiv.2407.08639 db/journals/corr/corr2407.html#abs-2407-08639 streams/journals/corr

Xun Deng Junlong Liu Han Zhong Fuli Feng Chen Shen 0003 Xiangnan He 0001 Jieping Ye Zheng Wang 0027 A3S: A General Active Clustering Method with Pairwise Constraints. 2024 abs/2407.10196 CoRR https://doi.org/10.48550/arXiv.2407.10196 db/journals/corr/corr2407.html#abs-2407-10196 streams/journals/corr

Wenyu Mao Jiancan Wu Weijian Chen 0001 Chongming Gao Xiang Wang 0010 Xiangnan He 0001 Reinforced Prompt Personalization for Recommendation with Large Language Models. 2024 abs/2407.17115 CoRR https://doi.org/10.48550/arXiv.2407.17115 db/journals/corr/corr2407.html#abs-2407-17115 streams/journals/corr

Xiaoyu Kong Jiancan Wu An Zhang 0003 Leheng Sheng Hui Lin Xiang Wang 0010 Xiangnan He 0001 Customizing Language Models with Instance-wise LoRA for Sequential Recommendation. 2024 abs/2408.10159 CoRR https://doi.org/10.48550/arXiv.2408.10159 db/journals/corr/corr2408.html#abs-2408-10159 streams/journals/corr

Hang Pan 0006 Shuxian Bi Wenjie Wang 0007 Haoxuan Li 0001 Peng Wu 0012 Fuli Feng Xiangnan He 0001 Proactive Recommendation in Social Networks: Steering User Interest via Neighbor Influence. 2024 abs/2409.08934 CoRR https://doi.org/10.48550/arXiv.2409.08934 db/journals/corr/corr2409.html#abs-2409-08934 streams/journals/corr

Changyi Xiao Xiangnan He 0001 Yixin Cao 0002 Knowledge Graph Embedding by Normalizing Flows. 2024 abs/2409.19977 CoRR https://doi.org/10.48550/arXiv.2409.19977 db/journals/corr/corr2409.html#abs-2409-19977 streams/journals/corr

Junfeng Fang Houcheng Jiang Kun Wang 0042 Yunshan Ma 0002 Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. 2024 abs/2410.02355 CoRR https://doi.org/10.48550/arXiv.2410.02355 db/journals/corr/corr2410.html#abs-2410-02355 streams/journals/corr

Zhaochun Ren Xiangnan He 0001 Dawei Yin 0001 Maarten de Rijke Information Discovery in e-Commerce. 2024 abs/2410.05763 CoRR https://doi.org/10.48550/arXiv.2410.05763 db/journals/corr/corr2410.html#abs-2410-05763 streams/journals/corr

Junkang Wu Xue Wang 0010 Zhengyi Yang 0007 Jiancan Wu Jinyang Gao Bolin Ding Xiang Wang 0010 Xiangnan He 0001 α-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs. 2024 abs/2410.10148 CoRR https://doi.org/10.48550/arXiv.2410.10148 db/journals/corr/corr2410.html#abs-2410-10148 streams/journals/corr

Jiayi Liao Xiangnan He 0001 Ruobing Xie Jiancan Wu Yancheng Yuan Xingwu Sun Zhanhui Kang Xiang Wang 0010 RosePO: Aligning LLM-based Recommenders with Human Values. 2024 abs/2410.12519 CoRR https://doi.org/10.48550/arXiv.2410.12519 db/journals/corr/corr2410.html#abs-2410-12519 streams/journals/corr

Yiyan Xu Wenjie Wang 0007 Yang Zhang 0072 Tang Biao Peng Yan Fuli Feng Xiangnan He 0001 Personalized Image Generation with Large Multimodal Models. 2024 abs/2410.14170 CoRR https://doi.org/10.48550/arXiv.2410.14170 db/journals/corr/corr2410.html#abs-2410-14170 streams/journals/corr

Keqin Bao Ming Yang 0001 Yang Zhang 0072 Jizhi Zhang Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning. 2024 abs/2410.23136 CoRR https://doi.org/10.48550/arXiv.2410.23136 db/journals/corr/corr2410.html#abs-2410-23136 streams/journals/corr

Chenlu Ding Jiancan Wu Yancheng Yuan Jinda Lu Kai Zhang 0038 Alex Su Xiang Wang 0010 Xiangnan He 0001 Unified Parameter-Efficient Unlearning for LLMs. 2024 abs/2412.00383 CoRR https://doi.org/10.48550/arXiv.2412.00383 db/journals/corr/corr2412.html#abs-2412-00383 streams/journals/corr

Yuan Wang Ouxiang Li Tingting Mu Yanbin Hao Kuien Liu Xiang Wang 0010 Xiangnan He 0001 Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters. 2024 abs/2412.06143 CoRR https://doi.org/10.48550/arXiv.2412.06143 db/journals/corr/corr2412.html#abs-2412-06143 streams/journals/corr

Chongming Gao Ruijun Chen Shuai Yuan 0018 Kexin Huang Yuanqing Yu Xiangnan He 0001 SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based Recommendations. 2024 abs/2412.09243 CoRR https://doi.org/10.48550/arXiv.2412.09243 db/journals/corr/corr2412.html#abs-2412-09243 streams/journals/corr

Qingyao Ai Ting Bai 0004 Zhao Cao Yi Chang 0001 Jiawei Chen 0007 Zhumin Chen Zhiyong Cheng 0001 Shoubin Dong Zhicheng Dou Fuli Feng Shen Gao Jiafeng Guo Xiangnan He 0001 Yanyan Lan Chenliang Li 0005 Yiqun Liu 0001 Ziyu Lyu Weizhi Ma Jun Ma 0001 Zhaochun Ren Pengjie Ren Zhiqiang Wang Mingwen Wang 0001 Ji-Rong Wen Le Wu Xin Xin 0003 Jun Xu 0001 Dawei Yin 0001 Peng Zhang 0002 Fan Zhang 0053 Weinan Zhang 0001 Min Zhang 0006 Xiaofei Zhu Information Retrieval meets Large Language Models: A strategic report from Chinese IR community. 80-90 2023 January 4 AI Open https://doi.org/10.1016/j.aiopen.2023.08.001 db/journals/aiopen/aiopen4.html#AiBCCCCCDDFGGHLLLLMMRRWWWWXXYZZZ23

Zeyu Yang Jizhi Zhang Fuli Feng Chongming Gao Qifan Wang 0001 Xiangnan He 0001 Interactive active learning for fairness with partial group label. 175-182 2023 January 4 AI Open https://doi.org/10.1016/j.aiopen.2023.10.003 db/journals/aiopen/aiopen4.html#YangZFGWH23

Yuan Gao 0020 Xiang Wang 0010 Xiangnan He 0001 Huamin Feng Yong-Dong Zhang 0001 Rumor detection with self-supervised learning on texts and social graph. 174611 2023 August 17 Frontiers Comput. Sci. 4 https://doi.org/10.1007/s11704-022-1531-9 db/journals/fcsc/fcsc17.html#GaoWHFZ23

Xiang Wang 0010 Yingxin Wu 0002 An Zhang 0003 Fuli Feng Xiangnan He 0001 Tat-Seng Chua Reinforced Causal Explainer for Graph Neural Networks. 2297-2309 2023 45 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2022.3170302 db/journals/pami/pami45.html#WangWZFHC23

Chenxu Wang 0010 Fuli Feng Yang Zhang 0072 Qifan Wang 0001 Xunhan Hu Xiangnan He 0001 Rethinking Missing Data: Aleatoric Uncertainty-Aware Recommendation. 1607-1619 2023 December 9 IEEE Trans. Big Data 6 https://doi.org/10.1109/TBDATA.2023.3300547 db/journals/tbd/tbd9.html#WangFZWHH23

Kang Liu 0024 Feng Xue 0002 Xiangnan He 0001 Dan Guo 0001 Richang Hong Joint Multi-Grained Popularity-Aware Graph Convolution Collaborative Filtering for Recommendation. 72-83 2023 February 10 IEEE Trans. Comput. Soc. Syst. 1 https://doi.org/10.1109/TCSS.2022.3151822 db/journals/tcss/tcss10.html#LiuXHGH23

Jintang Li Tao Xie Liang Chen 0001 Fenfang Xie Xiangnan He 0001 Zibin Zheng Adversarial Attack on Large Scale Graph. 82-95 2023 35 IEEE Trans. Knowl. Data Eng. 1 https://doi.org/10.1109/TKDE.2021.3078755 db/journals/tkde/tkde35.html#LiXCXHZ23

Fuli Feng Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Cross-GCN: Enhancing Graph Convolutional Network with $k$k-Order Feature Interactions. 225-236 2023 35 IEEE Trans. Knowl. Data Eng. 1 https://doi.org/10.1109/TKDE.2021.3077524 db/journals/tkde/tkde35.html#FengHZC23

Yu Zheng 0010 Chen Gao 0001 Xiangnan He 0001 Depeng Jin Yong Li 0008 Incorporating Price into Recommendation With Graph Convolutional Networks. 1609-1623 2023 35 IEEE Trans. Knowl. Data Eng. 2 https://doi.org/10.1109/TKDE.2021.3091160 db/journals/tkde/tkde35.html#ZhengGHJL23

Jianxin Chang Chen Gao 0001 Xiangnan He 0001 Depeng Jin Yong Li 0008 Bundle Recommendation and Generation With Graph Neural Networks. 2326-2340 2023 March 35 IEEE Trans. Knowl. Data Eng. 3 https://doi.org/10.1109/TKDE.2021.3114586 db/journals/tkde/tkde35.html#ChangGHJL23

Lei Chen 0072 Fajie Yuan Jiaxi Yang 0004 Xiangnan He 0001 Chengming Li 0004 Min Yang 0007 User-Specific Adaptive Fine-Tuning for Cross-Domain Recommendations. 3239-3252 2023 March 35 IEEE Trans. Knowl. Data Eng. 3 https://doi.org/10.1109/TKDE.2021.3119619 db/journals/tkde/tkde35.html#ChenYYHLY23

Weijian Chen 0001 Fuli Feng Qifan Wang 0001 Xiangnan He 0001 Chonggang Song Guohui Ling Yongdong Zhang 0001 CatGCN: Graph Convolutional Networks With Categorical Node Features. 3500-3511 2023 April 35 IEEE Trans. Knowl. Data Eng. 4 https://doi.org/10.1109/TKDE.2021.3133013 db/journals/tkde/tkde35.html#ChenFWHSLZ23

Le Wu Xiangnan He 0001 Xiang Wang 0010 Kun Zhang 0015 Meng Wang 0001 A Survey on Accuracy-Oriented Neural Recommendation: From Collaborative Filtering to Information-Rich Recommendation. 4425-4445 2023 May 35 IEEE Trans. Knowl. Data Eng. 5 https://doi.org/10.1109/TKDE.2022.3145690 db/journals/tkde/tkde35.html#WuHWZW23

Jiajia Chen 0012 Xin Xin 0003 Xianfeng Liang Xiangnan He 0001 Jun Liu 0004 GDSRec: Graph-Based Decentralized Collaborative Filtering for Social Recommendation. 4813-4824 2023 May 35 IEEE Trans. Knowl. Data Eng. 5 https://doi.org/10.1109/TKDE.2022.3153284 db/journals/tkde/tkde35.html#ChenXLHL23

Zihao Zhao 0004 Jiawei Chen 0007 Sheng Zhou 0004 Xiangnan He 0001 Xuezhi Cao Fuzheng Zhang Wei Wu 0014 Popularity Bias is not Always Evil: Disentangling Benign and Harmful Bias for Recommendation. 9920-9931 2023 October 35 IEEE Trans. Knowl. Data Eng. 10 https://doi.org/10.1109/TKDE.2022.3218994 db/journals/tkde/tkde35.html#ZhaoCZHCZW23

Bin Wu 0019 Xiangnan He 0001 Qi Zhang 0071 Meng Wang 0001 Yangdong Ye GCRec: Graph-Augmented Capsule Network for Next-Item Recommendation. 10164-10177 2023 December 34 IEEE Trans. Neural Networks Learn. Syst. 12 https://doi.org/10.1109/TNNLS.2022.3164982 db/journals/tnn/tnn34.html#WuHZWY23

Yuyue Zhao Xiang Wang 0010 Jiawei Chen 0007 Yashen Wang Wei Tang 0015 Xiangnan He 0001 Haiyong Xie 0001 Time-aware Path Reasoning on Knowledge Graph for Recommendation. 26:1-26:26 2023 April 41 ACM Trans. Inf. Syst. 2 https://doi.org/10.1145/3531267 db/journals/tois/tois41.html#ZhaoWCWTHX23

Xiangnan He 0001 Yang Zhang 0072 Fuli Feng Chonggang Song Lingling Yi Guohui Ling Yongdong Zhang 0001 Addressing Confounding Feature Issue for Causal Recommendation. 53:1-53:23 2023 41 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3559757 db/journals/tois/tois41.html#00010FSYL023

Jiawei Chen 0007 Hande Dong Xiang Wang 0010 Fuli Feng Meng Wang 0001 Xiangnan He 0001 Bias and Debias in Recommender System: A Survey and Future Directions. 67:1-67:39 2023 41 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3564284 https://www.wikidata.org/entity/Q131015272 db/journals/tois/tois41.html#0007D0F0023

Honglei Zhang 0002 Fangyuan Luo Jun Wu 0007 Xiangnan He 0001 Yidong Li LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization. 90:1-90:28 2023 October 41 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/3578361 db/journals/tois/tois41.html#ZhangLWHL23

Shuo Wang 0008 Huixia Ben Yanbin Hao Xiangnan He 0001 Meng Wang 0001 Boosting Hyperspectral Image Classification with Dual Hierarchical Learning. 21:1-21:19 2023 January 19 ACM Trans. Multim. Comput. Commun. Appl. 1 https://doi.org/10.1145/3522713 db/journals/tomccap/tomccap19.html#WangBHHW23

Chen Gao 0001 Yu Zheng 0010 Nian Li 0001 Yinfeng Li Yingrong Qin Jinghua Piao Yuhan Quan Jianxin Chang Depeng Jin Xiangnan He 0001 Yong Li 0008 A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions. 1-51 2023 March 1 Trans. Recomm. Syst. 1 https://doi.org/10.1145/3568022 db/journals/tors/tors1.html#GaoZLLQPQCJHL23

Bin Wu 0019 Xiangnan He 0001 Le Wu Xue Zhang Yangdong Ye Graph-Augmented Co-Attention Model for Socio-Sequential Recommendation. 4039-4051 2023 July 53 IEEE Trans. Syst. Man Cybern. Syst. 7 https://doi.org/10.1109/TSMC.2023.3242308 db/journals/tsmc/tsmc53.html#WuHWZY23

Changyi Xiao Xiangnan He 0001 Yixin Cao 0002 Knowledge Graph Embedding by Normalizing Flows. 4756-4764 2023 AAAI https://doi.org/10.1609/aaai.v37i4.25600 conf/aaai/2023 db/conf/aaai/aaai2023.html#Xiao0023 Xun Deng Wenjie Wang 0007 Fuli Feng Hanwang Zhang Xiangnan He 0001 Yong Liao Counterfactual Active Learning for Out-of-Distribution Generalization. 11362-11377 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.636 https://aclanthology.org/2023.acl-long.636 conf/acl/2023-1 db/conf/acl/acl2023-1.html#DengWFZ0L23 Jiarui Yu Haoran Li Yanbin Hao Jinmeng Wu Tong Xu 0001 Shuo Wang 0008 Xiangnan He 0001 How Can Contrastive Pre-training Benefit Audio-Visual Segmentation? A Study from Supervised and Zero-shot Perspectives. 367-374 2023 BMVC http://proceedings.bmvc2023.org/367/ conf/bmvc/2023 db/conf/bmvc/bmvc2023.html#YuLHW00023 Wenjie Wang 0007 Yong Liu 0020 Yang Zhang 0072 Weiwen Liu Fuli Feng Xiangnan He 0001 Aixin Sun The 1st Workshop on Recommendation with Generative Models. 5300-5303 2023 CIKM https://doi.org/10.1145/3583780.3615304 https://www.wikidata.org/entity/Q131015166 conf/cikm/2023 db/conf/cikm/cikm2023.html#WangLZLF0S23 Zhicai Wang Yanbin Hao Tingting Mu Ouxiang Li Shuo Wang 0008 Xiangnan He 0001 Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning. 19893-19902 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01905 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#WangHML0023 Boyi Deng Wenjie Wang 0007 Fuli Feng Yang Deng 0002 Qifan Wang 0001 Xiangnan He 0001 Attack Prompt Generation for Red Teaming and Defending Large Language Models. 2176-2189 2023 EMNLP (Findings) https://doi.org/10.18653/v1/2023.findings-emnlp.143 https://aclanthology.org/2023.findings-emnlp.143 conf/emnlp/2023f db/conf/emnlp/emnlp2023f.html#DengWFDW023 Meng Jiang Yang Zhang 0072 Yuan Gao 0020 Yansong Wang Fuli Feng Xiangnan He 0001 LightMIRM: Light Meta-learned Invariant Risk Minimization for Trustworthy Loan Default Prediction. 3494-3507 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00268 conf/icde/2023 db/conf/icde/icde2023.html#JiangZGWF023 Yang Liu 0245 Liang Chen 0001 Xiangnan He 0001 Jiaying Peng Zibin Zheng Jie Tang 0001 Modelling High-Order Social Relations for Item Recommendation (Extended Abstract). 3821-3822 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00337 conf/icde/2023 db/conf/icde/icde2023.html#024500PZ023 Bin Wu 0019 Xiangnan He 0001 Yu Chen 0022 Liqiang Nie Kai Zheng 0001 Yangdong Ye Modeling Product's Visual and Functional Characteristics for Recommender Systems (Extended Abstract). 3837-3838 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00345 conf/icde/2023 db/conf/icde/icde2023.html#Wu0CN0Y23 Hang Pan 0006 Jiawei Chen 0007 Fuli Feng Wentao Shi 0002 Junkang Wu Xiangnan He 0001 Discriminative-Invariant Representation Learning for Unbiased Recommendation. 2270-2278 2023 IJCAI https://doi.org/10.24963/ijcai.2023/252 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#Pan0FSW023 Jiarui Yu Haoran Li Yanbin Hao Bin Zhu 0006 Tong Xu 0001 Xiangnan He 0001 CgT-GAN: CLIP-guided Text GAN for Image Captioning. 2252-2263 2023 ACM Multimedia https://doi.org/10.1145/3581783.3611891 conf/mm/2023 db/conf/mm/mm2023.html#YuLHZ0023 Jinda Lu Shuo Wang 0008 Xinyu Zhang 0022 Yanbin Hao Xiangnan He 0001 Semantic-based Selection, Synthesis, and Supervision for Few-shot Learning. 3569-3578 2023 ACM Multimedia https://doi.org/10.1145/3581783.3611784 conf/mm/2023 db/conf/mm/mm2023.html#Lu0ZH023 Junfeng Fang Wei Liu 0005 Yuan Gao 0020 Zemin Liu An Zhang 0003 Xiang Wang 0010 Xiangnan He 0001 Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/e55c2f3fdde519014c879aa3554414c0-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#FangLGLZW023 Jinqiu Jin Haoxuan Li 0001 Fuli Feng Sihao Ding 0003 Peng Wu 0012 Xiangnan He 0001 Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/436d042b2dd81214d23ae43eb196b146-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#JinLF0W023 Haoxuan Li 0001 Kunhan Wu Chunyuan Zheng 0001 Yanghao Xiao Hao Wang 0049 Zhi Geng Fuli Feng Xiangnan He 0001 Peng Wu 0012 Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/ab3f114401f0523ca1cc09de0621f400-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#LiWZXWGFHW23 Yongduo Sui Qitian Wu Jiancan Wu Qing Cui Longfei Li Jun Zhou 0011 Xiang Wang 0010 Xiangnan He 0001 Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/3a33ddacb2798fc7d83b8334d552e05a-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#SuiWWCLZW023 Junkang Wu Jiawei Chen 0007 Jiancan Wu Wentao Shi 0002 Xiang Wang 0010 Xiangnan He 0001 Understanding Contrastive Learning via Distributionally Robust Optimization. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/48aaa5ea741ae8430bd58e25917d267d-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#WuCWSW023 Zhengyi Yang 0007 Jiancan Wu Zhicai Wang Xiang Wang 0010 Yancheng Yuan Xiangnan He 0001 Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/4c5e2bcbf21bdf40d75fddad0bd43dc9-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#YangWWWY023 Changsheng Wang Jianbai Ye Wenjie Wang 0007 Chongming Gao Fuli Feng Xiangnan He 0001 RecAD: Towards A Unified Library for Recommender Attack and Defense. 234-244 2023 RecSys https://doi.org/10.1145/3604915.3609490 conf/recsys/2023 db/conf/recsys/recsys2023.html#WangYWGF023 Haoxuan Li 0001 Taojun Hu Zetong Xiong Chunyuan Zheng 0001 Fuli Feng Xiangnan He 0001 Xiao-Hua Zhou ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. 682-687 2023 RecSys https://doi.org/10.1145/3604915.3608813 conf/recsys/2023 db/conf/recsys/recsys2023.html#LiHXZF0Z23 Jizhi Zhang Keqin Bao Yang Zhang 0072 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation. 993-999 2023 RecSys https://doi.org/10.1145/3604915.3608860 https://www.wikidata.org/entity/Q130801123 conf/recsys/2023 db/conf/recsys/recsys2023.html#ZhangBZWF023 Keqin Bao Jizhi Zhang Yang Zhang 0072 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation. 1007-1014 2023 RecSys https://doi.org/10.1145/3604915.3608857 https://www.wikidata.org/entity/Q130801110 conf/recsys/2023 db/conf/recsys/recsys2023.html#BaoZZWF023 Chongming Gao Kexin Huang Jiawei Chen 0007 Yuan Zhang 0024 Biao Li 0002 Peng Jiang 0002 Shiqi Wang 0018 Zhong Zhang 0004 Xiangnan He 0001 Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation. 238-248 2023 SIGIR https://doi.org/10.1145/3539618.3591636 conf/sigir/2023 db/conf/sigir/sigir2023.html#GaoHCZLJW0023 Zhengyi Yang 0007 Xiangnan He 0001 Jizhi Zhang Jiancan Wu Xin Xin 0003 Jiawei Chen 0007 Xiang Wang 0010 A Generic Learning Framework for Sequential Recommendation with Distribution Shifts. 331-340 2023 SIGIR https://doi.org/10.1145/3539618.3591624 conf/sigir/2023 db/conf/sigir/sigir2023.html#Yang0ZW0CW23 Wenjie Wang 0007 Yiyan Xu Fuli Feng Xinyu Lin 0001 Xiangnan He 0001 Tat-Seng Chua Diffusion Recommender Model. 832-841 2023 SIGIR https://doi.org/10.1145/3539618.3591663 conf/sigir/2023 db/conf/sigir/sigir2023.html#WangXFL0C23 Yang Zhang 0072 Tianhao Shi Fuli Feng Wenjie Wang 0007 Dingxian Wang Xiangnan He 0001 Yongdong Zhang 0001 Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation. 1386-1395 2023 SIGIR https://doi.org/10.1145/3539618.3591755 conf/sigir/2023 db/conf/sigir/sigir2023.html#ZhangSFWW0023 Wenjie Wang 0007 Yang Zhang 0072 Haoxuan Li 0001 Peng Wu 0012 Fuli Feng Xiangnan He 0001 Causal Recommendation: Progresses and Future Directions. 3432-3435 2023 SIGIR https://doi.org/10.1145/3539618.3594245 conf/sigir/2023 db/conf/sigir/sigir2023.html#WangZL0F023 Keqin Bao Jizhi Zhang Yang Zhang 0072 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Large Language Models for Recommendation: Progresses and Future Directions. 306-309 2023 SIGIR-AP https://doi.org/10.1145/3624918.3629550 conf/sigir-ap/2023 db/conf/sigir-ap/sigir-ap2023.html#BaoZZWF023 Yuan Gao 0020 Xiang Wang 0010 Xiangnan He 0001 Zhenguang Liu Huamin Feng Yongdong Zhang 0001 Alleviating Structural Distribution Shift in Graph Anomaly Detection. 357-365 2023 WSDM https://doi.org/10.1145/3539597.3570377 conf/wsdm/2023 db/conf/wsdm/wsdm2023.html#GaoW0LF023 Junfeng Fang Xiang Wang 0010 An Zhang 0003 Zemin Liu Xiangnan He 0001 Tat-Seng Chua Cooperative Explanations of Graph Neural Networks. 616-624 2023 WSDM https://doi.org/10.1145/3539597.3570378 conf/wsdm/2023 db/conf/wsdm/wsdm2023.html#Fang00L0C23 Gang Chen 0047 Jiawei Chen 0007 Fuli Feng Sheng Zhou 0004 Xiangnan He 0001 Unbiased Knowledge Distillation for Recommendation. 976-984 2023 WSDM https://doi.org/10.1145/3539597.3570477 conf/wsdm/2023 db/conf/wsdm/wsdm2023.html#Chen0F0023 Jiancan Wu Yi Yang 0061 Yuchun Qian Yongduo Sui Xiang Wang 0010 Xiangnan He 0001 GIF: A General Graph Unlearning Strategy via Influence Function. 651-661 2023 WWW https://doi.org/10.1145/3543507.3583521 conf/www/2023 db/conf/www/www2023.html#WuYQS0023 Wentao Shi 0002 Jiawei Chen 0007 Fuli Feng Jizhi Zhang Junkang Wu Chongming Gao Xiangnan He 0001 On the Theories Behind Hard Negative Sampling for Recommendation. 812-822 2023 WWW https://doi.org/10.1145/3543507.3583223 conf/www/2023 db/conf/www/www2023.html#ShiCFZWG023 Jiawei Chen 0007 Junkang Wu Jiancan Wu Xuezhi Cao Sheng Zhou 0004 Xiangnan He 0001 Adap-τ : Adaptively Modulating Embedding Magnitude for Recommendation. 1085-1096 2023 WWW https://doi.org/10.1145/3543507.3583363 https://www.wikidata.org/entity/Q131012779 conf/www/2023 db/conf/www/www2023.html#0007WWC0023 Yuan Gao 0020 Xiang Wang 0010 Xiangnan He 0001 Zhenguang Liu Huamin Feng Yongdong Zhang 0001 Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum. 1528-1538 2023 WWW https://doi.org/10.1145/3543507.3583268 conf/www/2023 db/conf/www/www2023.html#GaoW0LF023

Wentao Shi 0002 Jiawei Chen 0007 Fuli Feng Jizhi Zhang Junkang Wu Chongming Gao Xiangnan He 0001 On the Theories Behind Hard Negative Sampling for Recommendation. 2023 abs/2302.03472 CoRR https://doi.org/10.48550/arXiv.2302.03472 db/journals/corr/corr2302.html#abs-2302-03472

Wentao Shi 0002 Junkang Wu Xuezhi Cao Jiawei Chen 0007 Wenqiang Lei Wei Wu 0014 Xiangnan He 0001 FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion. 2023 abs/2302.04088 CoRR https://doi.org/10.48550/arXiv.2302.04088 db/journals/corr/corr2302.html#abs-2302-04088

Minqi Jiang Chaochuan Hou Ao Zheng Xiyang Hu Songqiao Han Hailiang Huang 0003 Xiangnan He 0001 Philip S. Yu Yue Zhao 0016 Weakly Supervised Anomaly Detection: A Survey. 2023 abs/2302.04549 CoRR https://doi.org/10.48550/arXiv.2302.04549 db/journals/corr/corr2302.html#abs-2302-04549

Jiawei Chen 0007 Junkang Wu Jiancan Wu Sheng Zhou 0004 Xuezhi Cao Xiangnan He 0001 Adap-tau: Adaptively Modulating Embedding Magnitude for Recommendation. 2023 abs/2302.04775 CoRR https://doi.org/10.48550/arXiv.2302.04775 db/journals/corr/corr2302.html#abs-2302-04775

Keqin Bao Yu Wan 0004 Dayiheng Liu Baosong Yang Wenqiang Lei Xiangnan He 0001 Derek F. Wong Jun Xie Towards Fine-Grained Information: Identifying the Type and Location of Translation Errors. 2023 abs/2302.08975 CoRR https://doi.org/10.48550/arXiv.2302.08975 db/journals/corr/corr2302.html#abs-2302-08975

Zhicai Wang Yanbin Hao Tingting Mu Ouxiang Li Shuo Wang 0008 Xiangnan He 0001 Bi-directional Distribution Alignment for Transductive Zero-Shot Learning. 2023 abs/2303.08698 CoRR https://doi.org/10.48550/arXiv.2303.08698 db/journals/corr/corr2303.html#abs-2303-08698

Jiancan Wu Yi Yang 0061 Yuchun Qian Yongduo Sui Xiang Wang 0010 Xiangnan He 0001 GIF: A General Graph Unlearning Strategy via Influence Function. 2023 abs/2304.02835 CoRR https://doi.org/10.48550/arXiv.2304.02835 db/journals/corr/corr2304.html#abs-2304-02835

Wenjie Wang 0007 Xinyu Lin 0001 Fuli Feng Xiangnan He 0001 Tat-Seng Chua Generative Recommendation: Towards Next-generation Recommender Paradigm. 2023 abs/2304.03516 CoRR https://doi.org/10.48550/arXiv.2304.03516 db/journals/corr/corr2304.html#abs-2304-03516

Wenjie Wang 0007 Yiyan Xu Fuli Feng Xinyu Lin 0001 Xiangnan He 0001 Tat-Seng Chua Diffusion Recommender Model. 2023 abs/2304.04971 CoRR https://doi.org/10.48550/arXiv.2304.04971 db/journals/corr/corr2304.html#abs-2304-04971

Yang Zhang 0072 Tianhao Shi Fuli Feng Wenjie Wang 0007 Dingxian Wang Xiangnan He 0001 Yongdong Zhang 0001 Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation. 2023 abs/2304.13643 CoRR https://doi.org/10.48550/arXiv.2304.13643 db/journals/corr/corr2304.html#abs-2304-13643

Keqin Bao Jizhi Zhang Yang Zhang 0072 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation. 2023 abs/2305.00447 CoRR https://doi.org/10.48550/arXiv.2305.00447 db/journals/corr/corr2305.html#abs-2305-00447

Jizhi Zhang Keqin Bao Yang Zhang 0072 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation. 2023 abs/2305.07609 CoRR https://doi.org/10.48550/arXiv.2305.07609 db/journals/corr/corr2305.html#abs-2305-07609

Jiajia Chen 0012 Jiancan Wu Jiawei Chen 0007 Xin Xin 0003 Yong Li 0008 Xiangnan He 0001 How Graph Convolutions Amplify Popularity Bias for Recommendation? 2023 abs/2305.14886 CoRR https://doi.org/10.48550/arXiv.2305.14886 db/journals/corr/corr2305.html#abs-2305-14886

Gangyi Zhang Chongming Gao Wenqiang Lei Xiaojie Guo 0002 Shijun Li 0002 Lingfei Wu 0001 Hongshen Chen Zhuozhi Ding Sulong Xu Xiangnan He 0001 Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation. 2023 abs/2306.04487 CoRR https://doi.org/10.48550/arXiv.2306.04487 db/journals/corr/corr2306.html#abs-2306-04487

Yang Zhang 0072 Zhiyu Hu Yimeng Bai Fuli Feng Jiancan Wu Qifan Wang 0001 Xiangnan He 0001 Recommendation Unlearning via Influence Function. 2023 abs/2307.02147 CoRR https://doi.org/10.48550/arXiv.2307.02147 db/journals/corr/corr2307.html#abs-2307-02147

Chongming Gao Kexin Huang Jiawei Chen 0007 Yuan Zhang 0024 Biao Li 0002 Peng Jiang 0002 Shiqi Wang 0018 Zhong Zhang 0004 Xiangnan He 0001 Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation. 2023 abs/2307.04571 CoRR https://doi.org/10.48550/arXiv.2307.04571 db/journals/corr/corr2307.html#abs-2307-04571

Qingyao Ai Ting Bai 0004 Zhao Cao Yi Chang 0001 Jiawei Chen 0007 Zhumin Chen Zhiyong Cheng 0001 Shoubin Dong Zhicheng Dou Fuli Feng Shen Gao Jiafeng Guo Xiangnan He 0001 Yanyan Lan Chenliang Li 0005 Yiqun Liu 0001 Ziyu Lyu Weizhi Ma Jun Ma 0001 Zhaochun Ren Pengjie Ren Zhiqiang Wang Mingwen Wang 0001 Ji-Rong Wen Le Wu Xin Xin 0003 Jun Xu 0001 Dawei Yin 0001 Peng Zhang 0002 Fan Zhang 0053 Weinan Zhang 0001 Min Zhang 0006 Xiaofei Zhu Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community. 2023 abs/2307.09751 CoRR https://doi.org/10.48550/arXiv.2307.09751 db/journals/corr/corr2307.html#abs-2307-09751

Haoxuan Li 0001 Taojun Hu Zetong Xiong Chunyuan Zheng 0001 Fuli Feng Xiangnan He 0001 Xiao-Hua Zhou ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. 2023 abs/2308.02571 CoRR https://doi.org/10.48550/arXiv.2308.02571 db/journals/corr/corr2308.html#abs-2308-02571

Keqin Bao Jizhi Zhang Wenjie Wang 0007 Yang Zhang 0072 Zhengyi Yang 0007 Yancheng Luo Fuli Feng Xiangnan He 0001 Qi Tian 0001 A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems. 2023 abs/2308.08434 CoRR https://doi.org/10.48550/arXiv.2308.08434 db/journals/corr/corr2308.html#abs-2308-08434

Jiarui Yu Haoran Li Yanbin Hao Bin Zhu 0006 Tong Xu 0001 Xiangnan He 0001 CgT-GAN: CLIP-guided Text GAN for Image Captioning. 2023 abs/2308.12045 CoRR https://doi.org/10.48550/arXiv.2308.12045 db/journals/corr/corr2308.html#abs-2308-12045

Yu Wang 0089 Xin Xin 0003 Zaiqiao Meng Xiangnan He 0001 Joemon M. Jose Fuli Feng Label Denoising through Cross-Model Agreement. 2023 abs/2308.13976 CoRR https://doi.org/10.48550/arXiv.2308.13976 db/journals/corr/corr2308.html#abs-2308-13976

Changsheng Wang Jianbai Ye Wenjie Wang 0007 Chongming Gao Fuli Feng Xiangnan He 0001 RecAD: Towards A Unified Library for Recommender Attack and Defense. 2023 abs/2309.04884 CoRR https://doi.org/10.48550/arXiv.2309.04884 db/journals/corr/corr2309.html#abs-2309-04884

Yi Tan 0001 Zhaofan Qiu Yanbin Hao Ting Yao 0003 Xiangnan He 0001 Tao Mei 0001 Selective Volume Mixup for Video Action Recognition. 2023 abs/2309.09534 CoRR https://doi.org/10.48550/arXiv.2309.09534 db/journals/corr/corr2309.html#abs-2309-09534

Jiayi Liao Xu Chen 0022 Qiang Fu 0015 Lun Du Xiangnan He 0001 Xiang Wang 0010 Shi Han Dongmei Zhang 0001 Text-to-Image Generation for Abstract Concepts. 2023 abs/2309.14623 CoRR https://doi.org/10.48550/arXiv.2309.14623 db/journals/corr/corr2309.html#abs-2309-14623

Yongxin Ni Yu Cheng 0011 Xiangyan Liu Junchen Fu Youhua Li Xiangnan He 0001 Yongfeng Zhang 0003 Fajie Yuan A Content-Driven Micro-Video Recommendation Dataset at Scale. 2023 abs/2309.15379 CoRR https://doi.org/10.48550/arXiv.2309.15379 db/journals/corr/corr2309.html#abs-2309-15379

Junkang Wu Jiawei Chen 0007 Jiancan Wu Wentao Shi 0002 Xiang Wang 0010 Xiangnan He 0001 Understanding Contrastive Learning via Distributionally Robust Optimization. 2023 abs/2310.11048 CoRR https://doi.org/10.48550/arXiv.2310.11048 db/journals/corr/corr2310.html#abs-2310-11048

Boyi Deng Wenjie Wang 0007 Fuli Feng Yang Deng 0002 Qifan Wang 0001 Xiangnan He 0001 Attack Prompt Generation for Red Teaming and Defending Large Language Models. 2023 abs/2310.12505 CoRR https://doi.org/10.48550/arXiv.2310.12505 db/journals/corr/corr2310.html#abs-2310-12505

Chengpeng Li 0001 Zhengyi Yang 0007 Jizhi Zhang Jiancan Wu Dingxian Wang Xiangnan He 0001 Xiang Wang 0010 Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation. 2023 abs/2310.16566 CoRR https://doi.org/10.48550/arXiv.2310.16566 db/journals/corr/corr2310.html#abs-2310-16566

Yang Zhang 0072 Fuli Feng Jizhi Zhang Keqin Bao Qifan Wang 0001 Xiangnan He 0001 CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation. 2023 abs/2310.19488 CoRR https://doi.org/10.48550/arXiv.2310.19488 db/journals/corr/corr2310.html#abs-2310-19488

Zhengyi Yang 0007 Jiancan Wu Zhicai Wang Xiang Wang 0010 Yancheng Yuan Xiangnan He 0001 Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion. 2023 abs/2310.20453 CoRR https://doi.org/10.48550/arXiv.2310.20453 db/journals/corr/corr2310.html#abs-2310-20453

Zhengyi Yang 0007 Jiancan Wu Yanchen Luo Jizhi Zhang Yancheng Yuan An Zhang 0003 Xiang Wang 0010 Xiangnan He 0001 Large Language Model Can Interpret Latent Space of Sequential Recommender. 2023 abs/2310.20487 CoRR https://doi.org/10.48550/arXiv.2310.20487 db/journals/corr/corr2310.html#abs-2310-20487

Fangzhou Song Bin Zhu 0006 Yanbin Hao Shuo Wang 0008 Xiangnan He 0001 CAR: Consolidation, Augmentation and Regulation for Recipe Retrieval. 2023 abs/2312.04763 CoRR https://doi.org/10.48550/arXiv.2312.04763 db/journals/corr/corr2312.html#abs-2312-04763

Tianhao Shi Yang Zhang 0072 Zhijian Xu Chong Chen 0002 Fuli Feng Xiangnan He 0001 Qi Tian 0001 Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems. 2023 abs/2312.15599 CoRR https://doi.org/10.48550/arXiv.2312.15599 db/journals/corr/corr2312.html#abs-2312-15599

Jiancan Wu Xiangnan He 0001 Xiang Wang 0010 Qifan Wang 0001 Weijian Chen 0001 Jianxun Lian Xing Xie 0001 Graph convolution machine for context-aware recommender system. 166614 2022 16 Frontiers Comput. Sci. 6 https://doi.org/10.1007/s11704-021-0261-8 db/journals/fcsc/fcsc16.html#WuHWWCLX22

Yanfang Wang Yongduo Sui Xiang Wang 0010 Zhenguang Liu Xiangnan He 0001 Exploring lottery ticket hypothesis in media recommender systems. 3006-3024 2022 37 Int. J. Intell. Syst. 5 https://doi.org/10.1002/int.22827 db/journals/ijis/ijis37.html#WangSWLH22

Richang Hong Daqing Liu Xiaoyu Mo Xiangnan He 0001 Hanwang Zhang Learning to Compose and Reason with Language Tree Structures for Visual Grounding. 684-696 2022 44 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2019.2911066 https://www.wikidata.org/entity/Q93124945 db/journals/pami/pami44.html#HongLMHZ22

Yuanyuan Jin Wendi Ji Wei Zhang 0056 Xiangnan He 0001 Xinyu Wang 0017 Xiaoling Wang 0004 A KG-Enhanced Multi-Graph Neural Network for Attentive Herb Recommendation. 2560-2571 2022 19 IEEE ACM Trans. Comput. Biol. Bioinform. 5 https://doi.org/10.1109/TCBB.2021.3115489 https://www.wikidata.org/entity/Q130976831 db/journals/tcbb/tcbb19.html#JinJZHWW22

Yanbin Hao Shuo Wang 0008 Pei Cao 0001 Xinjian Gao Tong Xu 0001 Jinmeng Wu Xiangnan He 0001 Attention in Attention: Modeling Context Correlation for Efficient Video Classification. 7120-7132 2022 32 IEEE Trans. Circuits Syst. Video Technol. 10 https://doi.org/10.1109/TCSVT.2022.3169842 db/journals/tcsv/tcsv32.html#HaoWCGXWH22

Yanbin Hao Shuo Wang 0008 Yi Tan 0001 Xiangnan He 0001 Zhenguang Liu Meng Wang 0001 Spatio-Temporal Collaborative Module for Efficient Action Recognition. 7279-7291 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2022.3221292 db/journals/tip/tip31.html#HaoWTHLW22

Chen Gao 0001 Yong Li 0008 Fuli Feng Xiangning Chen Kai Zhao Xiangnan He 0001 Depeng Jin Cross-domain Recommendation with Bridge-Item Embeddings. 2:1-2:23 2022 16 ACM Trans. Knowl. Discov. Data 1 https://doi.org/10.1145/3447683 db/journals/tkdd/tkdd16.html#GaoLFCZHJ22

Ming Gao 0001 Xiangnan He 0001 Leihui Chen Tingting Liu Jinglin Zhang 0003 Aoying Zhou Learning Vertex Representations for Bipartite Networks. 379-393 2022 34 IEEE Trans. Knowl. Data Eng. 1 https://doi.org/10.1109/TKDE.2020.2979980 db/journals/tkde/tkde34.html#GaoHCLZZ22

Bin Wu 0019 Xiangnan He 0001 Yun Chen Liqiang Nie Kai Zheng 0001 Yangdong Ye Modeling Product's Visual and Functional Characteristics for Recommender Systems. 1330-1343 2022 34 IEEE Trans. Knowl. Data Eng. 3 https://doi.org/10.1109/TKDE.2020.2991793 db/journals/tkde/tkde34.html#WuHCNZY22

Meng Wang 0001 Weijie Fu Xiangnan He 0001 Shijie Hao Xindong Wu 0001 A Survey on Large-Scale Machine Learning. 2574-2594 2022 34 IEEE Trans. Knowl. Data Eng. 6 https://doi.org/10.1109/TKDE.2020.3015777 db/journals/tkde/tkde34.html#WangFHHW22

Yang Liu 0245 Liang Chen 0001 Xiangnan He 0001 Jiaying Peng Zibin Zheng Jie Tang 0001 Modelling High-Order Social Relations for Item Recommendation. 4385-4397 2022 34 IEEE Trans. Knowl. Data Eng. 9 https://doi.org/10.1109/TKDE.2020.3039463 db/journals/tkde/tkde34.html#LiuCHPZT22

Yinwei Wei Xiang Wang 0010 Xiangnan He 0001 Liqiang Nie Yong Rui Tat-Seng Chua Hierarchical User Intent Graph Network for Multimedia Recommendation. 2701-2712 2022 24 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2021.3088307 db/journals/tmm/tmm24.html#WeiWHNRC22

Xiangnan He 0001 Zhaochun Ren Emine Yilmaz Marc Najork Tat-Seng Chua Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1. 21:1-21:5 2022 40 ACM Trans. Inf. Syst. 2 https://doi.org/10.1145/3477596 db/journals/tois/tois40.html#0001RYNC22

Xiangnan He 0001 Zhaochun Ren Emine Yilmaz Marc Najork Tat-Seng Chua Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2. 42:1-42:5 2022 40 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3490180 db/journals/tois/tois40.html#HeRYNC22

Moxin Li Fuli Feng Hanwang Zhang Xiangnan He 0001 Fengbin Zhu Tat-Seng Chua Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning. 57-69 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.5 https://aclanthology.org/2022.acl-long.5 https://www.wikidata.org/entity/Q131458212 conf/acl/2022-1 db/conf/acl/acl2022-1.html#LiFZ0ZC22 Chongming Gao Shijun Li 0002 Wenqiang Lei Jiawei Chen 0007 Biao Li 0002 Peng Jiang 0002 Xiangnan He 0001 Jiaxin Mao Tat-Seng Chua KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems. 540-550 2022 CIKM https://doi.org/10.1145/3511808.3557220 conf/cikm/2022 db/conf/cikm/cikm2022.html#GaoLLCLJ0MC22 Chongming Gao Shijun Li 0002 Yuan Zhang 0024 Jiawei Chen 0007 Biao Li 0002 Wenqiang Lei Peng Jiang 0002 Xiangnan He 0001 KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos. 3953-3957 2022 CIKM https://doi.org/10.1145/3511808.3557624 conf/cikm/2022 db/conf/cikm/cikm2022.html#GaoLZCLL0022 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 Yanbin Hao Hao Zhang 0047 Chong-Wah Ngo Xiangnan He 0001 Group Contextualization for Video Recognition. 918-928 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00100 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#HaoZN022 Chuhan Wu Fangzhao Wu Xiangnan He 0001 Yongfeng Huang 0001 DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning. 2933-2938 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.213 https://aclanthology.org/2022.findings-emnlp.213 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#WuWH022 Yingxin Wu 0002 Xiang Wang 0010 An Zhang 0003 Xiangnan He 0001 Tat-Seng Chua Discovering Invariant Rationales for Graph Neural Networks. 2022 ICLR https://openreview.net/forum?id=hGXij5rfiHw conf/iclr/2022 db/conf/iclr/iclr2022.html#WuWZ0C22 Sihang Li 0002 Xiang Wang 0010 An Zhang 0003 Yingxin Wu 0002 Xiangnan He 0001 Tat-Seng Chua Let Invariant Rationale Discovery Inspire Graph Contrastive Learning. 13052-13065 2022 ICML https://proceedings.mlr.press/v162/li22v.html conf/icml/2022 db/conf/icml/icml2022.html#LiWZW0C22 Sihao Ding 0003 Peng Wu 0012 Fuli Feng Yitong Wang Xiangnan He 0001 Yong Liao Yongdong Zhang 0001 Addressing Unmeasured Confounder for Recommendation with Sensitivity Analysis. 305-315 2022 KDD https://doi.org/10.1145/3534678.3539240 conf/kdd/2022 db/conf/kdd/kdd2022.html#DingWFW0L022 Yongduo Sui Xiang Wang 0010 Jiancan Wu Min Lin Xiangnan He 0001 Tat-Seng Chua Causal Attention for Interpretable and Generalizable Graph Classification. 1696-1705 2022 KDD https://doi.org/10.1145/3534678.3539366 conf/kdd/2022 db/conf/kdd/kdd2022.html#SuiWWL0C22 Xiaoyu Du 0002 Zike Wu Fuli Feng Xiangnan He 0001 Jinhui Tang 0001 Invariant Representation Learning for Multimedia Recommendation. 619-628 2022 ACM Multimedia https://doi.org/10.1145/3503161.3548405 conf/mm/2022 db/conf/mm/mm2022.html#DuWF0022 Yanbin Hao Jingru Duan Hao Zhang 0047 Bin Zhu 0006 Pengyuan Zhou Xiangnan He 0001 Unsupervised Video Hashing with Multi-granularity Contextualization and Multi-structure Preservation. 3754-3763 2022 ACM Multimedia https://doi.org/10.1145/3503161.3547836 conf/mm/2022 db/conf/mm/mm2022.html#HaoDZZZ022 Shuo Wang 0008 Xinyu Zhang 0022 Yanbin Hao Chengbing Wang Xiangnan He 0001 Multi-directional Knowledge Transfer for Few-Shot Learning. 3993-4002 2022 ACM Multimedia https://doi.org/10.1145/3503161.3547837 conf/mm/2022 db/conf/mm/mm2022.html#0008ZHW022 Yi Tan 0001 Yanbin Hao Hao Zhang 0047 Shuo Wang 0008 Xiangnan He 0001 Hierarchical Hourglass Convolutional Network for Efficient Video Classification. 5880-5891 2022 ACM Multimedia https://doi.org/10.1145/3503161.3547841 conf/mm/2022 db/conf/mm/mm2022.html#TanHZ0022 Zhicai Wang Yanbin Hao Xingyu Gao 0001 Hao Zhang 0047 Shuo Wang 0008 Tingting Mu Xiangnan He 0001 Parameterization of Cross-token Relations with Relative Positional Encoding for Vision MLP. 6288-6299 2022 ACM Multimedia https://doi.org/10.1145/3503161.3547953 https://www.wikidata.org/entity/Q130833768 conf/mm/2022 db/conf/mm/mm2022.html#WangHGZ0M022 Sihao Ding 0003 Fuli Feng Xiangnan He 0001 Jinqiu Jin Wenjie Wang 0007 Yong Liao Yongdong Zhang 0001 Interpolative Distillation for Unifying Biased and Debiased Recommendation. 40-49 2022 SIGIR https://doi.org/10.1145/3477495.3532002 conf/sigir/2022 db/conf/sigir/sigir2022.html#DingF0JWL022 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 Keqin Bao Yu Wan 0004 Dayiheng Liu Baosong Yang Wenqiang Lei Xiangnan He 0001 Derek F. Wong Jun Xie Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task. 597-605 2022 WMT https://doi.org/10.18653/v1/2022.wmt-1.55 https://aclanthology.org/2022.wmt-1.55 conf/wmt/2022 db/conf/wmt/wmt2022.html#BaoWLYLHWX22 Chen Gao 0001 Xiang Wang 0010 Xiangnan He 0001 Yong Li 0008 Graph Neural Networks for Recommender System. 1623-1625 2022 WSDM https://doi.org/10.1145/3488560.3501396 conf/wsdm/2022 db/conf/wsdm/wsdm2022.html#GaoW0022 Dian Cheng Jiawei Chen 0007 Wenjun Peng 0001 Wenqin Ye Fuyu Lv Tao Zhuang Xiaoyi Zeng Xiangnan He 0001 IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search. 256-265 2022 WWW https://doi.org/10.1145/3485447.3511954 https://www.wikidata.org/entity/Q130964335 conf/www/2022 db/conf/www/www2022.html#ChengCPYLZZ022 Riccardo Tommasini 0001 Senjuti Basu Roy Xuan Wang 0008 Hongwei Wang Heng Ji 0001 Jiawei Han 0001 Preslav Nakov Giovanni Da San Martino Firoj Alam Markus Schedl Elisabeth Lex Akash Bharadwaj Graham Cormode Milan Dojchinovski Jan Forberg Johannes Frey Pieter Bonte Marco Balduini Matteo Belcao Emanuele Della Valle Junliang Yu Hongzhi Yin Tong Chen 0005 Haochen Liu Yiqi Wang 0001 Wenqi Fan Xiaorui Liu Jamell Dacon Lingjuan Lyu Jiliang Tang Aristides Gionis Stefan Neumann 0003 Bruno Ordozgoiti Simon Razniewski Hiba Arnaout Shrestha Ghosh Fabian M. Suchanek Lingfei Wu 0001 Yu Chen 0022 Yunyao Li 0001 Bang Liu 0003 Filip Ilievski Daniel Garijo Hans Chalupsky Pedro A. Szekely Ilias Kanellos Dimitris Sacharidis Thanasis Vergoulis Nurendra Choudhary Nikhil Rao 0001 Karthik Subbian Srinivasan H. Sengamedu Chandan K. Reddy Friedhelm Victor Bernhard Haslhofer George Katsogiannis-Meimarakis Georgia Koutrika Shengmin Jin Danai Koutra Reza Zafarani Yulia Tsvetkov Vidhisha Balachandran Sachin Kumar 0009 Xiangyu Zhao 0001 Bo Chen 0023 Huifeng Guo Yejing Wang Ruiming Tang Yang Zhang 0072 Wenjie Wang 0007 Peng Wu 0012 Fuli Feng Xiangnan He 0001 Accepted Tutorials at The Web Conference 2022. 391-399 2022 WWW (Companion Volume) https://doi.org/10.1145/3487553.3547182 https://www.wikidata.org/entity/Q130824190 conf/www/2022c db/conf/www/www2022c.html#0001RWWJ0NMASLB22 Yu Wang 0089 Xin Xin 0003 Zaiqiao Meng Joemon M. Jose Fuli Feng Xiangnan He 0001 Learning Robust Recommenders through Cross-Model Agreement. 2015-2025 2022 WWW https://doi.org/10.1145/3485447.3512202 conf/www/2022 db/conf/www/www2022.html#WangXMJF022 Qi Wan Xiangnan He 0001 Xiang Wang 0010 Jiancan Wu Wei Guo 0006 Ruiming Tang Cross Pairwise Ranking for Unbiased Item Recommendation. 2370-2378 2022 WWW https://doi.org/10.1145/3485447.3512010 https://www.wikidata.org/entity/Q131018922 conf/www/2022 db/conf/www/www2022.html#Wan00WGT22 Wenjie Wang 0007 Xinyu Lin 0001 Fuli Feng Xiangnan He 0001 Min Lin Tat-Seng Chua Causal Representation Learning for Out-of-Distribution Recommendation. 3562-3571 2022 WWW https://doi.org/10.1145/3485447.3512251 https://www.wikidata.org/entity/Q131013402 conf/www/2022 db/conf/www/www2022.html#WangLF0LC22 Yashar Deldjoo Markus Schedl Balázs Hidasi Yinwei Wei Xiangnan He 0001 Multimedia Recommender Systems: Algorithms and Challenges. 973-1014 2022 Recommender Systems Handbook https://doi.org/10.1007/978-1-0716-2197-4_25 reference/sp/2022rsh db/reference/sp/rsh2022.html#DeldjooSHW022

Jiancan Wu Xiang Wang 0010 Xingyu Gao 0001 Jiawei Chen 0007 Hongcheng Fu Tianyu Qiu Xiangnan He 0001 On the Effectiveness of Sampled Softmax Loss for Item Recommendation. 2022 abs/2201.02327 CoRR https://arxiv.org/abs/2201.02327 db/journals/corr/corr2201.html#abs-2201-02327

Ying-Xin Wu 0002 Xiang Wang 0010 An Zhang 0003 Xia Hu 0001 Fuli Feng Xiangnan He 0001 Tat-Seng Chua Deconfounding to Explanation Evaluation in Graph Neural Networks. 2022 abs/2201.08802 CoRR https://arxiv.org/abs/2201.08802 db/journals/corr/corr2201.html#abs-2201-08802

Ying-Xin Wu 0002 Xiang Wang 0010 An Zhang 0003 Xiangnan He 0001 Tat-Seng Chua Discovering Invariant Rationales for Graph Neural Networks. 2022 abs/2201.12872 CoRR https://arxiv.org/abs/2201.12872 db/journals/corr/corr2201.html#abs-2201-12872

Dian Cheng Jiawei Chen 0007 Wenjun Peng 0001 Wenqin Ye Fuyu Lv Tao Zhuang Xiaoyi Zeng Xiangnan He 0001 IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search. 2022 abs/2202.04972 CoRR https://arxiv.org/abs/2202.04972 db/journals/corr/corr2202.html#abs-2202-04972

Chongming Gao Shijun Li 0002 Wenqiang Lei Biao Li 0002 Peng Jiang 0002 Jiawei Chen 0007 Xiangnan He 0001 Jiaxin Mao Tat-Seng Chua KuaiRec: A Fully-observed Dataset for Recommender Systems. 2022 abs/2202.10842 CoRR https://arxiv.org/abs/2202.10842 db/journals/corr/corr2202.html#abs-2202-10842

Yanbin Hao Hao Zhang 0047 Chong-Wah Ngo Xiangnan He 0001 Group Contextualization for Video Recognition. 2022 abs/2203.09694 CoRR https://doi.org/10.48550/arXiv.2203.09694 db/journals/corr/corr2203.html#abs-2203-09694

Chongming Gao Wenqiang Lei Jiawei Chen 0007 Shiqi Wang 0018 Xiangnan He 0001 Shijun Li 0002 Biao Li 0002 Yuan Zhang 0024 Peng Jiang 0002 CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System. 2022 abs/2204.01266 CoRR https://doi.org/10.48550/arXiv.2204.01266 db/journals/corr/corr2204.html#abs-2204-01266

Yuan Gao 0015 Xiang Wang 0010 Xiangnan He 0001 Huamin Feng Yongdong Zhang 0001 Rumor Detection with Self-supervised Learning on Texts and Social Graph. 2022 abs/2204.08838 CoRR https://doi.org/10.48550/arXiv.2204.08838 db/journals/corr/corr2204.html#abs-2204-08838

Yanbin Hao Shuo Wang 0008 Pei Cao 0001 Xinjian Gao Tong Xu 0001 Jinmeng Wu Xiangnan He 0001 Attention in Attention: Modeling Context Correlation for Efficient Video Classification. 2022 abs/2204.09303 CoRR https://doi.org/10.48550/arXiv.2204.09303 db/journals/corr/corr2204.html#abs-2204-09303

Xiang Wang 0010 Ying-Xin Wu 0002 An Zhang 0003 Fuli Feng Xiangnan He 0001 Tat-Seng Chua Reinforced Causal Explainer for Graph Neural Networks. 2022 abs/2204.11028 CoRR https://doi.org/10.48550/arXiv.2204.11028 db/journals/corr/corr2204.html#abs-2204-11028

Qi Wan Xiangnan He 0001 Xiang Wang 0010 Jiancan Wu Wei Guo 0006 Ruiming Tang Cross Pairwise Ranking for Unbiased Item Recommendation. 2022 abs/2204.12176 CoRR https://doi.org/10.48550/arXiv.2204.12176 db/journals/corr/corr2204.html#abs-2204-12176

Xiangnan He 0001 Yang Zhang 0072 Fuli Feng Chonggang Song Lingling Yi Guohui Ling Yongdong Zhang 0001 Addressing Confounding Feature Issue for Causal Recommendation. 2022 abs/2205.06532 CoRR https://doi.org/10.48550/arXiv.2205.06532 db/journals/corr/corr2205.html#abs-2205-06532

Xinyuan Zhu Yang Zhang 0072 Fuli Feng Xun Yang 0001 Dingxian Wang Xiangnan He 0001 Mitigating Hidden Confounding Effects for Causal Recommendation. 2022 abs/2205.07499 CoRR https://doi.org/10.48550/arXiv.2205.07499 db/journals/corr/corr2205.html#abs-2205-07499

Jiajia Chen 0012 Xin Xin 0003 Xianfeng Liang Xiangnan He 0001 Jun Liu 0004 GDSRec: Graph-Based Decentralized Collaborative Filtering for Social Recommendation. 2022 abs/2205.09948 CoRR https://doi.org/10.48550/arXiv.2205.09948 db/journals/corr/corr2205.html#abs-2205-09948

Yu Wang 0089 An Zhang 0003 Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua Differentiable Invariant Causal Discovery. 2022 abs/2205.15638 CoRR https://doi.org/10.48550/arXiv.2205.15638 db/journals/corr/corr2205.html#abs-2205-15638

Sihang Li 0002 Xiang Wang 0010 An Zhang 0003 Yingxin Wu 0002 Xiangnan He 0001 Tat-Seng Chua Let Invariant Rationale Discovery Inspire Graph Contrastive Learning. 2022 abs/2206.07869 CoRR https://doi.org/10.48550/arXiv.2206.07869 db/journals/corr/corr2206.html#abs-2206-07869

Honglei Zhang 0002 Fangyuan Luo Jun Wu 0007 Xiangnan He 0001 Yidong Li LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization. 2022 abs/2206.11743 CoRR https://doi.org/10.48550/arXiv.2206.11743 db/journals/corr/corr2206.html#abs-2206-11743

Zhicai Wang Yanbin Hao Xingyu Gao 0001 Hao Zhang 0047 Shuo Wang 0008 Tingting Mu Xiangnan He 0001 Parameterization of Cross-Token Relations with Relative Positional Encoding for Vision MLP. 2022 abs/2207.07284 CoRR https://doi.org/10.48550/arXiv.2207.07284 db/journals/corr/corr2207.html#abs-2207-07284

Weijian Chen 0001 Yixin Cao 0002 Fuli Feng Xiangnan He 0001 Yongdong Zhang 0001 Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network. 2022 abs/2207.07503 CoRR https://doi.org/10.48550/arXiv.2207.07503 db/journals/corr/corr2207.html#abs-2207-07503

Chongming Gao Shijun Li 0002 Yuan Zhang 0024 Jiawei Chen 0007 Biao Li 0002 Wenqiang Lei Peng Jiang 0002 Xiangnan He 0001 KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos. 2022 abs/2208.08696 CoRR https://doi.org/10.48550/arXiv.2208.08696 db/journals/corr/corr2208.html#abs-2208-08696

Chen Gao 0001 Yu Zheng 0010 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Yong Li 0008 Causal Inference in Recommender Systems: A Survey and Future Directions. 2022 abs/2208.12397 CoRR https://doi.org/10.48550/arXiv.2208.12397 db/journals/corr/corr2208.html#abs-2208-12397

Chenxu Wang 0010 Fuli Feng Yang Zhang 0072 Qifan Wang 0001 Xunhan Hu Xiangnan He 0001 Rethinking Missing Data: Aleatoric Uncertainty-Aware Recommendation. 2022 abs/2209.11679 CoRR https://doi.org/10.48550/arXiv.2209.11679 db/journals/corr/corr2209.html#abs-2209-11679

Kang Liu 0024 Feng Xue 0002 Xiangnan He 0001 Dan Guo 0001 Richang Hong Joint Multi-grained Popularity-aware Graph Convolution Collaborative Filtering for Recommendation. 2022 abs/2210.04614 CoRR https://doi.org/10.48550/arXiv.2210.04614 db/journals/corr/corr2210.html#abs-2210-04614

Keqin Bao Yu Wan 0004 Dayiheng Liu Baosong Yang Wenqiang Lei Xiangnan He 0001 Derek F. Wong Jun Xie Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task. 2022 abs/2210.10049 CoRR https://doi.org/10.48550/arXiv.2210.10049 db/journals/corr/corr2210.html#abs-2210-10049

Yongduo Sui Xiang Wang 0010 Jiancan Wu An Zhang 0003 Xiangnan He 0001 Adversarial Causal Augmentation for Graph Covariate Shift. 2022 abs/2211.02843 CoRR https://doi.org/10.48550/arXiv.2211.02843 db/journals/corr/corr2211.html#abs-2211-02843

Gang Chen 0047 Jiawei Chen 0007 Fuli Feng Sheng Zhou 0004 Xiangnan He 0001 Unbiased Knowledge Distillation for Recommendation. 2022 abs/2211.14729 CoRR https://doi.org/10.48550/arXiv.2211.14729 db/journals/corr/corr2211.html#abs-2211-14729

Chongming Gao Wenqiang Lei Xiangnan He 0001 Maarten de Rijke Tat-Seng Chua Advances and challenges in conversational recommender systems: A survey. 100-126 2021 2 AI Open https://doi.org/10.1016/j.aiopen.2021.06.002 db/journals/aiopen/aiopen2.html#GaoLHRC21

Shunyu Jiang Fuli Feng Weijian Chen 0001 Xiang Li 0067 Xiangnan He 0001 Structure-enhanced meta-learning for few-shot graph classification. 160-167 2021 2 AI Open https://doi.org/10.1016/j.aiopen.2021.08.001 db/journals/aiopen/aiopen2.html#JiangFCLH21

Yeon-Chang Lee Taeho Kim 0003 Jaeho Choi Xiangnan He 0001 Sang-Wook Kim M-BPR: A novel approach to improving BPR for recommendation with multi-type pair-wise preferences. 255-270 2021 547 Inf. Sci. https://doi.org/10.1016/j.ins.2020.08.027 db/journals/isci/isci547.html#LeeKCHK21

Jingtao Ding Guanghui Yu Xiangnan He 0001 Fuli Feng Yong Li 0008 Depeng Jin Sampler Design for Bayesian Personalized Ranking by Leveraging View Data. 667-681 2021 33 IEEE Trans. Knowl. Data Eng. 2 https://doi.org/10.1109/TKDE.2019.2931327 db/journals/tkde/tkde33.html#DingYHFLJ21

Da Cao Xiangnan He 0001 Lianhai Miao Guangyi Xiao 0001 Hao Chen 0051 Jia Xu 0005 Social-Enhanced Attentive Group Recommendation. 1195-1209 2021 33 IEEE Trans. Knowl. Data Eng. 3 https://doi.org/10.1109/TKDE.2019.2936475 db/journals/tkde/tkde33.html#CaoHMXCX21

Fuli Feng Xiangnan He 0001 Jie Tang 0001 Tat-Seng Chua Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. 2493-2504 2021 33 IEEE Trans. Knowl. Data Eng. 6 https://doi.org/10.1109/TKDE.2019.2957786 db/journals/tkde/tkde33.html#FengHTC21

Chen Gao 0001 Xiangnan He 0001 Dahua Gan Xiangning Chen Fuli Feng Yong Li 0008 Tat-Seng Chua Lina Yao 0001 Yang Song 0001 Depeng Jin Learning to Recommend With Multiple Cascading Behaviors. 2588-2601 2021 33 IEEE Trans. Knowl. Data Eng. 6 https://doi.org/10.1109/TKDE.2019.2958808 db/journals/tkde/tkde33.html#GaoHGCFLCYSJ21

Yaoyao Liu 0001 Qianru Sun Xiangnan He 0001 An-An Liu Yuting Su 0001 Tat-Seng Chua Generating Face Images With Attributes for Free. 2733-2743 2021 32 IEEE Trans. Neural Networks Learn. Syst. 6 https://doi.org/10.1109/TNNLS.2020.3007790 https://www.wikidata.org/entity/Q97650174 db/journals/tnn/tnn32.html#LiuSHLSC21

Jiawei Chen 0007 Chengquan Jiang Can Wang 0001 Sheng Zhou 0004 Yan Feng Chun Chen 0001 Martin Ester Xiangnan He 0001 CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation. 34:1-34:24 2021 39 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3450289 db/journals/tois/tois39.html#ChenJWZFCEH21

Shijun Li 0002 Wenqiang Lei Qingyun Wu Xiangnan He 0001 Peng Jiang 0002 Tat-Seng Chua Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users. 40:1-40:29 2021 39 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/3446427 db/journals/tois/tois39.html#LiLWHJC21

Tong Xu 0001 Peilun Zhou Linkang Hu Xiangnan He 0001 Yao Hu 0002 Enhong Chen Socializing the Videos: A Multimodal Approach for Social Relation Recognition. 23:1-23:23 2021 17 ACM Trans. Multim. Comput. Commun. Appl. 1 https://doi.org/10.1145/3416493 db/journals/tomccap/tomccap17.html#XuZHHHC21

Wenhui Yu Xiangnan He 0001 Jian Pei 0001 Xu Chen 0017 Li Xiong 0001 Jinfei Liu Zheng Qin 0003 Visually aware recommendation with aesthetic features. 495-513 2021 30 VLDB J. 4 https://doi.org/10.1007/s00778-021-00651-y db/journals/vldb/vldb30.html#YuHPCXLQ21

Fuli Feng Jizhi Zhang Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Empowering Language Understanding with Counterfactual Reasoning. 2226-2236 2021 ACL/IJCNLP (Findings) https://doi.org/10.18653/v1/2021.findings-acl.196 https://aclanthology.org/2021.findings-acl.196 conf/acl/2021f db/conf/acl/acl2021f.html#FengZHZC21 Daizong Ding Mi Zhang 0001 Hanrui Wang 0002 Xudong Pan Min Yang 0002 Xiangnan He 0001 A Deep Learning Framework for Self-evolving Hierarchical Community Detection. 372-381 2021 CIKM https://doi.org/10.1145/3459637.3482223 conf/cikm/2021 db/conf/cikm/cikm2021.html#DingZWPY021 Junkang Wu Wentao Shi 0002 Xuezhi Cao Jiawei Chen 0007 Wenqiang Lei Fuzheng Zhang Wei Wu 0014 Xiangnan He 0001 DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. 2140-2149 2021 CIKM https://doi.org/10.1145/3459637.3482424 conf/cikm/2021 db/conf/cikm/cikm2021.html#WuSCCLZW021 Fuli Feng Xiang Wang 0010 Xiangnan He 0001 Ritchie Ng Tat-Seng Chua Time horizon-aware modeling of financial texts for stock price prediction. 51:1-51:8 2021 ICAIF https://doi.org/10.1145/3490354.3494416 conf/icaif/2021 db/conf/icaif/icaif2021.html#FengW0NC21 Na Li Renyu Zhu Xiaoxu Zhou Xiangnan He 0001 Wenyuan Cai Ming Gao 0001 Aoying Zhou On Disambiguating Authors: Collaboration Network Reconstruction in a Bottom-up Manner. 888-899 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00082 conf/icde/2021 db/conf/icde/icde2021.html#LiZZ0C0Z21 Shoujin Wang Liang Hu 0004 Yan Wang 0002 Xiangnan He 0001 Quan Z. Sheng Mehmet A. Orgun Longbing Cao Francesco Ricci 0001 Philip S. Yu Graph Learning based Recommender Systems: A Review. 4644-4652 2021 IJCAI https://doi.org/10.24963/ijcai.2021/630 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#WangHW0SOC0Y21 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Xiang Wang 0010 Tat-Seng Chua Deconfounded Recommendation for Alleviating Bias Amplification. 1717-1725 2021 KDD https://doi.org/10.1145/3447548.3467249 conf/kdd/2021 db/conf/kdd/kdd2021.html#WangF0WC21 Tianxin Wei Fuli Feng Jiawei Chen 0007 Ziwei Wu Jinfeng Yi Xiangnan He 0001 Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System. 1791-1800 2021 KDD https://doi.org/10.1145/3447548.3467289 conf/kdd/2021 db/conf/kdd/kdd2021.html#WeiFCWYH21 Yi Tan 0001 Yanbin Hao Xiangnan He 0001 Yinwei Wei Xun Yang 0001 Selective Dependency Aggregation for Action Classification. 592-601 2021 ACM Multimedia https://doi.org/10.1145/3474085.3475218 conf/mm/2021 db/conf/mm/mm2021.html#TanH0WY21 Xiang Wang 0010 Ying-Xin Wu 0002 An Zhang 0003 Xiangnan He 0001 Tat-Seng Chua Towards Multi-Grained Explainability for Graph Neural Networks. 18446-18458 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/99bcfcd754a98ce89cb86f73acc04645-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#WangWZHC21 Jiawei Chen 0007 Xiang Wang 0010 Fuli Feng Xiangnan He 0001 Bias Issues and Solutions in Recommender System: Tutorial on the RecSys 2021. 825-827 2021 RecSys https://doi.org/10.1145/3460231.3473321 conf/recsys/2021 db/conf/recsys/recsys2021.html#ChenWF021 Yang Zhang 0072 Fuli Feng Xiangnan He 0001 Tianxin Wei Chonggang Song Guohui Ling Yongdong Zhang 0001 Causal Intervention for Leveraging Popularity Bias in Recommendation. 11-20 2021 SIGIR https://doi.org/10.1145/3404835.3462875 conf/sigir/2021 db/conf/sigir/sigir2021.html#ZhangF0WSL021 Jiawei Chen 0007 Hande Dong Yang Qiu Xiangnan He 0001 Xin Xin 0003 Liang Chen 0001 Guli Lin Keping Yang AutoDebias: Learning to Debias for Recommendation. 21-30 2021 SIGIR https://doi.org/10.1145/3404835.3462919 conf/sigir/2021 db/conf/sigir/sigir2021.html#ChenDQ0XCLY21 Jiancan Wu Xiang Wang 0010 Fuli Feng Xiangnan He 0001 Liang Chen 0001 Jianxun Lian Xing Xie 0001 Self-supervised Graph Learning for Recommendation. 726-735 2021 SIGIR https://doi.org/10.1145/3404835.3462862 conf/sigir/2021 db/conf/sigir/sigir2021.html#WuWF0CLX21 Fuli Feng Weiran Huang 0002 Xiangnan He 0001 Xin Xin 0003 Qifan Wang 0001 Tat-Seng Chua Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method. 1208-1218 2021 SIGIR https://doi.org/10.1145/3404835.3462971 conf/sigir/2021 db/conf/sigir/sigir2021.html#Feng00XWC21 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue. 1288-1297 2021 SIGIR https://doi.org/10.1145/3404835.3462962 conf/sigir/2021 db/conf/sigir/sigir2021.html#WangF0ZC21 Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Liqiang Nie Tat-Seng Chua Denoising Implicit Feedback for Recommendation. 373-381 2021 WSDM https://doi.org/10.1145/3437963.3441800 conf/wsdm/2021 db/conf/wsdm/wsdm2021.html#WangF0NC21 Xiang Wang 0010 Tinglin Huang 0001 Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He 0001 Tat-Seng Chua Learning Intents behind Interactions with Knowledge Graph for Recommendation. 878-887 2021 WWW https://doi.org/10.1145/3442381.3450133 conf/www/2021 db/conf/www/www2021.html#WangHWYL0C21 Yu Zheng 0010 Chen Gao 0001 Xiang Li 0067 Xiangnan He 0001 Yong Li 0008 Depeng Jin Disentangling User Interest and Conformity for Recommendation with Causal Embedding. 2980-2991 2021 WWW https://doi.org/10.1145/3442381.3449788 conf/www/2021 db/conf/www/www2021.html#ZhengGLHLJ21 Hande Dong Jiawei Chen 0007 Fuli Feng Xiangnan He 0001 Shuxian Bi Zhaolin Ding Peng Cui 0001 On the Equivalence of Decoupled Graph Convolution Network and Label Propagation. 3651-3662 2021 WWW https://doi.org/10.1145/3442381.3449927 conf/www/2021 db/conf/www/www2021.html#DongCFHBD021

Chongming Gao Wenqiang Lei Xiangnan He 0001 Maarten de Rijke Tat-Seng Chua Advances and Challenges in Conversational Recommender Systems: A Survey. 2021 abs/2101.09459 CoRR https://arxiv.org/abs/2101.09459 db/journals/corr/corr2101.html#abs-2101-09459

Xiang Wang 0010 Tinglin Huang 0001 Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He 0001 Tat-Seng Chua Learning Intents behind Interactions with Knowledge Graph for Recommendation. 2021 abs/2102.07057 CoRR https://arxiv.org/abs/2102.07057 db/journals/corr/corr2102.html#abs-2102-07057

Shunyu Jiang Fuli Feng Weijian Chen 0001 Xiang Li 0067 Xiangnan He 0001 Structure-Enhanced Meta-Learning For Few-Shot Graph Classification. 2021 abs/2103.03547 CoRR https://arxiv.org/abs/2103.03547 db/journals/corr/corr2103.html#abs-2103-03547

Le Wu Xiangnan He 0001 Xiang Wang 0010 Kun Zhang 0015 Meng Wang 0001 A Survey on Neural Recommendation: From Collaborative Filtering to Content and Context Enriched Recommendation. 2021 abs/2104.13030 CoRR https://arxiv.org/abs/2104.13030 db/journals/corr/corr2104.html#abs-2104-13030

Jiawei Chen 0007 Hande Dong Yang Qiu Xiangnan He 0001 Xin Xin 0003 Liang Chen 0001 Guli Lin Keping Yang AutoDebias: Learning to Debias for Recommendation. 2021 abs/2105.04170 CoRR https://arxiv.org/abs/2105.04170 db/journals/corr/corr2105.html#abs-2105-04170

Yang Zhang 0072 Fuli Feng Xiangnan He 0001 Tianxin Wei Chonggang Song Guohui Ling Yongdong Zhang 0001 Causal Intervention for Leveraging Popularity Bias in Recommendation. 2021 abs/2105.06067 CoRR https://arxiv.org/abs/2105.06067 db/journals/corr/corr2105.html#abs-2105-06067

Shoujin Wang Liang Hu 0004 Yan Wang 0002 Xiangnan He 0001 Quan Z. Sheng Mehmet A. Orgun Longbing Cao Francesco Ricci 0001 Philip S. Yu Graph Learning based Recommender Systems: A Review. 2021 abs/2105.06339 CoRR https://arxiv.org/abs/2105.06339 db/journals/corr/corr2105.html#abs-2105-06339

Yu Wang 0089 Xin Xin 0003 Zaiqiao Meng Xiangnan He 0001 Joemon M. Jose Fuli Feng Probabilistic and Variational Recommendation Denoising. 2021 abs/2105.09605 CoRR https://arxiv.org/abs/2105.09605 db/journals/corr/corr2105.html#abs-2105-09605

Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Xiang Wang 0010 Tat-Seng Chua Deconfounded Recommendation for Alleviating Bias Amplification. 2021 abs/2105.10648 CoRR https://arxiv.org/abs/2105.10648 db/journals/corr/corr2105.html#abs-2105-10648

Fuli Feng Jizhi Zhang Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Empowering Language Understanding with Counterfactual Reasoning. 2021 abs/2106.03046 CoRR https://arxiv.org/abs/2106.03046 db/journals/corr/corr2106.html#abs-2106-03046

Lei Chen 0072 Fajie Yuan Jiaxi Yang 0004 Xiangnan He 0001 Chengming Li 0004 Min Yang 0007 User-specific Adaptive Fine-tuning for Cross-domain Recommendations. 2021 abs/2106.07864 CoRR https://arxiv.org/abs/2106.07864 db/journals/corr/corr2106.html#abs-2106-07864

Yanfang Wang Yongduo Sui Xiang Wang 0010 Zhenguang Liu Xiangnan He 0001 Exploring Lottery Ticket Hypothesis in Media Recommender Systems. 2021 abs/2108.00944 CoRR https://arxiv.org/abs/2108.00944 db/journals/corr/corr2108.html#abs-2108-00944

Yuyue Zhao Xiang Wang 0010 Jiawei Chen 0007 Wei Tang 0015 Yashen Wang Xiangnan He 0001 Haiyong Xie 0001 Time-aware Path Reasoning on Knowledge Graph for Recommendation. 2021 abs/2108.02634 CoRR https://arxiv.org/abs/2108.02634 db/journals/corr/corr2108.html#abs-2108-02634

Sihao Ding 0003 Fuli Feng Xiangnan He 0001 Yong Liao Jun Shi Yongdong Zhang 0001 Causal Incremental Graph Convolution for Recommender System Retraining. 2021 abs/2108.06889 CoRR https://arxiv.org/abs/2108.06889 db/journals/corr/corr2108.html#abs-2108-06889

Junkang Wu Wentao Shi 0002 Xuezhi Cao Jiawei Chen 0007 Wenqiang Lei Fuzheng Zhang Wei Wu 0014 Xiangnan He 0001 DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. 2021 abs/2108.09628 CoRR https://arxiv.org/abs/2108.09628 db/journals/corr/corr2108.html#abs-2108-09628

Zihao Zhao 0004 Jiawei Chen 0007 Sheng Zhou 0004 Xiangnan He 0001 Xuezhi Cao Fuzheng Zhang Wei Wu 0014 Popularity Bias Is Not Always Evil: Disentangling Benign and Harmful Bias for Recommendation. 2021 abs/2109.07946 CoRR https://arxiv.org/abs/2109.07946 db/journals/corr/corr2109.html#abs-2109-07946

Chen Gao 0001 Yu Zheng 0010 Nian Li 0001 Yinfeng Li Yingrong Qin Jinghua Piao Yuhan Quan Jianxin Chang Depeng Jin Xiangnan He 0001 Yong Li 0008 Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions. 2021 abs/2109.12843 CoRR https://arxiv.org/abs/2109.12843 db/journals/corr/corr2109.html#abs-2109-12843

Yinwei Wei Xiang Wang 0010 Xiangnan He 0001 Liqiang Nie Yong Rui Tat-Seng Chua Hierarchical User Intent Graph Network forMultimedia Recommendation. 2021 abs/2110.14925 CoRR https://arxiv.org/abs/2110.14925 db/journals/corr/corr2110.html#abs-2110-14925

Yinwei Wei Xiang Wang 0010 Liqiang Nie Xiangnan He 0001 Tat-Seng Chua GRCN: Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. 2021 abs/2111.02036 CoRR https://arxiv.org/abs/2111.02036 db/journals/corr/corr2111.html#abs-2111-02036

Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Liqiang Nie Tat-Seng Chua Learning Robust Recommender from Noisy Implicit Feedback. 2021 abs/2112.01160 CoRR https://arxiv.org/abs/2112.01160 db/journals/corr/corr2112.html#abs-2112-01160

Yongduo Sui Xiang Wang 0010 Jiancan Wu Xiangnan He 0001 Tat-Seng Chua Deconfounded Training for Graph Neural Networks. 2021 abs/2112.15089 CoRR https://arxiv.org/abs/2112.15089 db/journals/corr/corr2112.html#abs-2112-15089

Jun Xu 0001 Xiangnan He 0001 Hang Li 0001 Deep Learning for Matching in Search and Recommendation. 102-288 2020 14 Found. Trends Inf. Retr. 2-3 https://doi.org/10.1561/1500000076 db/journals/ftir/ftir14.html#XuHL20

Zhulin Tao Yinwei Wei Xiang Wang 0010 Xiangnan He 0001 Xianglin Huang Tat-Seng Chua MGAT: Multimodal Graph Attention Network for Recommendation. 102277 2020 57 Inf. Process. Manag. 5 https://doi.org/10.1016/j.ipm.2020.102277 db/journals/ipm/ipm57.html#TaoWWHHC20

Zhulin Tao Xiang Wang 0010 Xiangnan He 0001 Xianglin Huang Tat-Seng Chua HoAFM: A High-order Attentive Factorization Machine for CTR Prediction. 102076 2020 57 Inf. Process. Manag. 6 https://doi.org/10.1016/j.ipm.2019.102076 https://www.wikidata.org/entity/Q127453919 db/journals/ipm/ipm57.html#TaoWHHC20

Da Cao Ning Han Hao Chen 0051 Xiaochi Wei Xiangnan He 0001 Video-based recipe retrieval. 302-318 2020 514 Inf. Sci. https://doi.org/10.1016/j.ins.2019.11.033 https://www.wikidata.org/entity/Q126785160 db/journals/isci/isci514.html#CaoHCWH20

Xiao Huang 0001 Pengjie Ren Zhaochun Ren Fei Sun 0001 Xiangnan He 0001 Dawei Yin 0001 Maarten de Rijke Report on the international workshop on natural language processing for recommendations (NLP4REC 2020) workshop held at WSDM 2020. 6:1-6:5 2020 54 SIGIR Forum 1 https://doi.org/10.1145/3451964.3451970 db/journals/sigir/sigir54.html#HuangRRSHYR20

Bin Wu 0019 Xiangnan He 0001 Zhongchuan Sun Liang Chen 0001 Yangdong Ye ATM: An Attentive Translation Model for Next-Item Recommendation. 1448-1459 2020 16 IEEE Trans. Ind. Informatics 3 https://doi.org/10.1109/TII.2019.2947174 db/journals/tii/tii16.html#WuHSCY20

Jinhui Tang 0001 Xiaoyu Du 0002 Xiangnan He 0001 Fajie Yuan Qi Tian 0001 Tat-Seng Chua Adversarial Training Towards Robust Multimedia Recommender System. 855-867 2020 32 IEEE Trans. Knowl. Data Eng. 5 https://doi.org/10.1109/TKDE.2019.2893638 https://www.wikidata.org/entity/Q128534232 db/journals/tkde/tkde32.html#TangDHYTC20

Ye-Zheng Liu 0001 Zhe Li 0070 Chong Zhou Yuanchun Jiang Jianshan Sun Meng Wang 0001 Xiangnan He 0001 Generative Adversarial Active Learning for Unsupervised Outlier Detection. 1517-1528 2020 32 IEEE Trans. Knowl. Data Eng. 8 https://doi.org/10.1109/TKDE.2019.2905606 https://www.wikidata.org/entity/Q128209873 db/journals/tkde/tkde32.html#LiuLZJSWH20

Xiaoyan Gao 0001 Fuli Feng Xiangnan He 0001 Heyan Huang Xinyu Guan Chong Feng 0001 Zhaoyan Ming Tat-Seng Chua Hierarchical Attention Network for Visually-Aware Food Recommendation. 1647-1659 2020 22 IEEE Trans. Multim. 6 https://doi.org/10.1109/TMM.2019.2945180 db/journals/tmm/tmm22.html#GaoFHHGFMC20

Feng Xue 0002 Richang Hong Xiangnan He 0001 Jianwei Wang Shengsheng Qian Changsheng Xu Knowledge-Based Topic Model for Multi-Modal Social Event Analysis. 2098-2110 2020 22 IEEE Trans. Multim. 8 https://doi.org/10.1109/TMM.2019.2951194 db/journals/tmm/tmm22.html#XueHHWQX20

Xiangnan He 0001 Jinhui Tang 0001 Xiaoyu Du 0002 Richang Hong Tongwei Ren Tat-Seng Chua Fast Matrix Factorization With Nonuniform Weights on Missing Data. 2791-2804 2020 31 IEEE Trans. Neural Networks Learn. Syst. 8 https://doi.org/10.1109/TNNLS.2018.2890117 https://www.wikidata.org/entity/Q91196554 db/journals/tnn/tnn31.html#HeTDHRC20

Jingtao Ding Guanghui Yu Yong Li 0008 Xiangnan He 0001 Depeng Jin Improving Implicit Recommender Systems with Auxiliary Data. 11:1-11:27 2020 38 ACM Trans. Inf. Syst. 1 https://doi.org/10.1145/3372338 db/journals/tois/tois38.html#DingYLHJ20

Francesco Gelli Tiberio Uricchio Xiangnan He 0001 Alberto Del Bimbo Tat-Seng Chua Learning Visual Elements of Images for Discovery of Brand Posts. 56:1-56:21 2020 16 ACM Trans. Multim. Comput. Commun. Appl. 2 https://doi.org/10.1145/3385413 db/journals/tomccap/tomccap16.html#GelliUHBC20

Haozhe Wu Zhiyuan Hu Jia Jia 0001 Yaohua Bu Xiangnan He 0001 Tat-Seng Chua Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. 254-261 2020 AAAI https://doi.org/10.1609/aaai.v34i01.5358 conf/aaai/2020 db/conf/aaai/aaai2020.html#WuH0B0C20 Daizong Ding Mi Zhang 0001 Xudong Pan Min Yang 0002 Xiangnan He 0001 Improving the Robustness of Wasserstein Embedding by Adversarial PAC-Bayesian Learning. 3791-3800 2020 AAAI https://doi.org/10.1609/aaai.v34i04.5790 conf/aaai/2020 db/conf/aaai/aaai2020.html#DingZP0020 Yu Zheng 0010 Chen Gao 0001 Xiangnan He 0001 Yong Li 0008 Depeng Jin Price-aware Recommendation with Graph Convolutional Networks. 133-144 2020 ICDE https://doi.org/10.1109/ICDE48307.2020.00019 conf/icde/2020 db/conf/icde/icde2020.html#ZhengG00J20 Yuanyuan Jin Wei Zhang 0056 Xiangnan He 0001 Xinyu Wang 0017 Xiaoling Wang 0004 Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network. 145-156 2020 ICDE https://doi.org/10.1109/ICDE48307.2020.00020 conf/icde/2020 db/conf/icde/icde2020.html#JinZ00W20 Jun Kuang Yixin Cao 0002 Jianbing Zheng 0001 Xiangnan He 0001 Ming Gao 0001 Aoying Zhou Improving Neural Relation Extraction with Implicit Mutual Relations. 1021-1032 2020 ICDE https://doi.org/10.1109/ICDE48307.2020.00093 conf/icde/2020 db/conf/icde/icde2020.html#Kuang0Z00Z20 Daizong Ding Mi Zhang 0001 Xudong Pan Min Yang 0002 Xiangnan He 0001 Modeling Personalized Out-of-Town Distances in Location Recommendation. 112-121 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00020 conf/icdm/2020 db/conf/icdm/icdm2020.html#DingZPY020 Tianxin Wei Ziwei Wu Ruirui Li 0002 Ziniu Hu Fuli Feng Xiangnan He 0001 Yizhou Sun Wei Wang 0010 Fast Adaptation for Cold-start Collaborative Filtering with Meta-learning. 661-670 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00075 conf/icdm/2020 db/conf/icdm/icdm2020.html#WeiWLHF0S020 Hongmin Zhu Fuli Feng Xiangnan He 0001 Xiang Wang 0010 Yan Li 0068 Kai Zheng 0001 Yongdong Zhang 0001 Bilinear Graph Neural Network with Neighbor Interactions. 1452-1458 2020 IJCAI https://doi.org/10.24963/ijcai.2020/202 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#ZhuF0WLZZ20 Le Dai Yu Yin 0002 Chuan Qin 0002 Tong Xu 0001 Xiangnan He 0001 Enhong Chen Hui Xiong 0001 Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network. 774-782 2020 KDD https://doi.org/10.1145/3394486.3403120 https://www.wikidata.org/entity/Q131016098 conf/kdd/2020 db/conf/kdd/kdd2020.html#DaiYQX0C020 Wenqiang Lei Gangyi Zhang Xiangnan He 0001 Yisong Miao Xiang Wang 0010 Liang Chen 0001 Tat-Seng Chua Interactive Path Reasoning on Graph for Conversational Recommendation. 2073-2083 2020 KDD https://doi.org/10.1145/3394486.3403258 conf/kdd/2020 db/conf/kdd/kdd2020.html#LeiZ0MWCC20 Lei Meng 0001 Fuli Feng Xiangnan He 0001 Xiaoyan Gao 0001 Tat-Seng Chua Heterogeneous Fusion of Semantic and Collaborative Information for Visually-Aware Food Recommendation. 3460-3468 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413598 conf/mm/2020 db/conf/mm/mm2020.html#MengF0GC20 Xiaoyu Du 0002 Xiang Wang 0010 Xiangnan He 0001 Zechao Li Jinhui Tang 0001 Tat-Seng Chua How to Learn Item Representation for Cold-Start Multimedia Recommendation? 3469-3477 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413628 conf/mm/2020 db/conf/mm/mm2020.html#Du00LTC20 Yinwei Wei Xiang Wang 0010 Liqiang Nie Xiangnan He 0001 Tat-Seng Chua Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. 3541-3549 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413556 conf/mm/2020 db/conf/mm/mm2020.html#WeiWN0C20 Da Cao Yawen Zeng Meng Liu 0006 Xiangnan He 0001 Meng Wang 0001 Zheng Qin 0001 STRONG: Spatio-Temporal Reinforcement Learning for Cross-Modal Video Moment Localization. 4162-4170 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413840 conf/mm/2020 db/conf/mm/mm2020.html#CaoZL0WQ20 Xingchen Li Xiang Wang 0010 Xiangnan He 0001 Long Chen 0016 Jun Xiao 0001 Tat-Seng Chua Hierarchical Fashion Graph Network for Personalized Outfit Recommendation. 159-168 2020 SIGIR https://doi.org/10.1145/3397271.3401080 conf/sigir/2020 db/conf/sigir/sigir2020.html#LiW0CXC20 Yang Liu 0245 Xianzhuo Xia Liang Chen 0001 Xiangnan He 0001 Carl Yang 0001 Zibin Zheng Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines. 419-428 2020 SIGIR https://doi.org/10.1145/3397271.3401087 conf/sigir/2020 db/conf/sigir/sigir2020.html#LiuXC0YZ20 Xiangnan He 0001 Kuan Deng Xiang Wang 0010 Yan Li 0068 Yong-Dong Zhang 0001 Meng Wang 0001 LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation. 639-648 2020 SIGIR https://doi.org/10.1145/3397271.3401063 conf/sigir/2020 db/conf/sigir/sigir2020.html#0001DWLZ020 Bowen Jin Chen Gao 0001 Xiangnan He 0001 Depeng Jin Yong Li 0008 Multi-behavior Recommendation with Graph Convolutional Networks. 659-668 2020 SIGIR https://doi.org/10.1145/3397271.3401072 conf/sigir/2020 db/conf/sigir/sigir2020.html#JinG0JL20 Xiang Wang 0010 Hongye Jin An Zhang 0003 Xiangnan He 0001 Tong Xu 0001 Tat-Seng Chua Disentangled Graph Collaborative Filtering. 1001-1010 2020 SIGIR https://doi.org/10.1145/3397271.3401137 conf/sigir/2020 db/conf/sigir/sigir2020.html#WangJZ0XC20 Haoji Hu Xiangnan He 0001 Jinyang Gao Zhi-Li Zhang Modeling Personalized Item Frequency Information for Next-basket Recommendation. 1071-1080 2020 SIGIR https://doi.org/10.1145/3397271.3401066 conf/sigir/2020 db/conf/sigir/sigir2020.html#Hu0GZ20 Fajie Yuan Xiangnan He 0001 Alexandros Karatzoglou Liguang Zhang Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation. 1469-1478 2020 SIGIR https://doi.org/10.1145/3397271.3401156 conf/sigir/2020 db/conf/sigir/sigir2020.html#Yuan0KZ20 Yang Zhang 0072 Fuli Feng Chenxu Wang 0010 Xiangnan He 0001 Meng Wang 0001 Yan Li 0068 Yongdong Zhang 0001 How to Retrain Recommender System?: A Sequential Meta-Learning Method. 1479-1488 2020 SIGIR https://doi.org/10.1145/3397271.3401167 conf/sigir/2020 db/conf/sigir/sigir2020.html#ZhangFW00LZ20 Jianxin Chang Chen Gao 0001 Xiangnan He 0001 Depeng Jin Yong Li 0008 Bundle Recommendation with Graph Convolutional Networks. 1673-1676 2020 SIGIR https://doi.org/10.1145/3397271.3401198 conf/sigir/2020 db/conf/sigir/sigir2020.html#ChangG0JL20 Wenqiang Lei Xiangnan He 0001 Maarten de Rijke Tat-Seng Chua Conversational Recommendation: Formulation, Methods, and Evaluation. 2425-2428 2020 SIGIR https://doi.org/10.1145/3397271.3401419 conf/sigir/2020 db/conf/sigir/sigir2020.html#Lei0RC20 Fuli Feng Cheng Luo 0001 Xiangnan He 0001 Yiqun Liu 0001 Tat-Seng Chua FinIR 2020: The First Workshop on Information Retrieval in Finance. 2451-2454 2020 SIGIR https://doi.org/10.1145/3397271.3401462 conf/sigir/2020 db/conf/sigir/sigir2020.html#FengL0LC20 Wenqiang Lei Xiangnan He 0001 Yisong Miao Qingyun Wu Richang Hong Min-Yen Kan Tat-Seng Chua Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. 304-312 2020 WSDM https://doi.org/10.1145/3336191.3371769 conf/wsdm/2020 db/conf/wsdm/wsdm2020.html#Lei0MWHKC20 Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua Learning and Reasoning on Graph for Recommendation. 890-893 2020 WSDM https://doi.org/10.1145/3336191.3371873 conf/wsdm/2020 db/conf/wsdm/wsdm2020.html#Wang0C20 Pengjie Ren Zhaochun Ren Fei Sun 0001 Xiangnan He 0001 Dawei Yin 0001 Maarten de Rijke NLP4REC: The WSDM 2020 Workshop on Natural Language Processing for Recommendations. 907-908 2020 WSDM https://doi.org/10.1145/3336191.3371884 conf/wsdm/2020 db/conf/wsdm/wsdm2020.html#RenRS0YR20 Xiang Wang 0010 Yaokun Xu Xiangnan He 0001 Yixin Cao 0002 Meng Wang 0001 Tat-Seng Chua Reinforced Negative Sampling over Knowledge Graph for Recommendation. 99-109 2020 WWW https://doi.org/10.1145/3366423.3380098 conf/www/2020 db/conf/www/www2020.html#WangX000C20 Fajie Yuan Xiangnan He 0001 Haochuan Jiang Guibing Guo Jian Xiong Zhezhao Xu Yilin Xiong Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation. 303-313 2020 WWW https://doi.org/10.1145/3366423.3380116 conf/www/2020 db/conf/www/www2020.html#Yuan0JGXXX20

Fajie Yuan Xiangnan He 0001 Alexandros Karatzoglou Liguang Zhang Parameter-Efficient Transfer from Sequential Behaviors for User Profiling and Recommendation. 2020 abs/2001.04253 CoRR https://arxiv.org/abs/2001.04253 db/journals/corr/corr2001.html#abs-2001-04253

Jiancan Wu Xiangnan He 0001 Xiang Wang 0010 Qifan Wang 0001 Weijian Chen 0001 Jianxun Lian Xing Xie 0001 Yongdong Zhang 0001 Graph Convolution Machine for Context-aware Recommender System. 2020 abs/2001.11402 CoRR https://arxiv.org/abs/2001.11402 db/journals/corr/corr2001.html#abs-2001-11402

Xiangnan He 0001 Kuan Deng Xiang Wang 0010 Yan Li 0068 Yongdong Zhang 0001 Meng Wang 0001 LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation. 2020 abs/2002.02126 CoRR https://arxiv.org/abs/2002.02126 db/journals/corr/corr2002.html#abs-2002-02126

Hongmin Zhu Fuli Feng Xiangnan He 0001 Xiang Wang 0010 Yan Li 0068 Kai Zheng 0001 Yongdong Zhang 0001 Bilinear Graph Neural Network with Node Interactions. 2020 abs/2002.03575 CoRR https://arxiv.org/abs/2002.03575 db/journals/corr/corr2002.html#abs-2002-03575

Yuanyuan Jin Wei Zhang 0056 Xiangnan He 0001 Xinyu Wang 0017 Xiaoling Wang 0004 Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network. 2020 abs/2002.08575 CoRR https://arxiv.org/abs/2002.08575 db/journals/corr/corr2002.html#abs-2002-08575

Wenqiang Lei Xiangnan He 0001 Yisong Miao Qingyun Wu Richang Hong Min-Yen Kan Tat-Seng Chua Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. 2020 abs/2002.09102 CoRR https://arxiv.org/abs/2002.09102 db/journals/corr/corr2002.html#abs-2002-09102

Fuli Feng Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions. 2020 abs/2003.02587 CoRR https://arxiv.org/abs/2003.02587 db/journals/corr/corr2003.html#abs-2003-02587

Yu Zheng 0010 Chen Gao 0001 Xiangnan He 0001 Yong Li 0008 Depeng Jin Price-aware Recommendation with Graph Convolutional Networks. 2020 abs/2003.03975 CoRR https://arxiv.org/abs/2003.03975 db/journals/corr/corr2003.html#abs-2003-03975

Liang Chen 0001 Jintang Li Jiaying Peng Tao Xie Zengxu Cao Kun Xu 0010 Xiangnan He 0001 Zibin Zheng A Survey of Adversarial Learning on Graphs. 2020 abs/2003.05730 CoRR https://arxiv.org/abs/2003.05730 db/journals/corr/corr2003.html#abs-2003-05730

Xiang Wang 0010 Yaokun Xu Xiangnan He 0001 Yixin Cao 0002 Meng Wang 0001 Tat-Seng Chua Reinforced Negative Sampling over Knowledge Graph for Recommendation. 2020 abs/2003.05753 CoRR https://arxiv.org/abs/2003.05753 db/journals/corr/corr2003.html#abs-2003-05753

Yang Liu 0245 Liang Chen 0001 Xiangnan He 0001 Jiaying Peng Zibin Zheng Jie Tang 0001 Modelling High-Order Social Relations for Item Recommendation. 2020 abs/2003.10149 CoRR https://arxiv.org/abs/2003.10149 db/journals/corr/corr2003.html#abs-2003-10149

Shoujin Wang Liang Hu 0004 Yan Wang 0002 Xiangnan He 0001 Quan Z. Sheng Mehmet A. Orgun Longbing Cao Nan Wang 0009 Francesco Ricci 0001 Philip S. Yu Graph Learning Approaches to Recommender Systems: A Review. 2020 abs/2004.11718 CoRR https://arxiv.org/abs/2004.11718 db/journals/corr/corr2004.html#abs-2004-11718

Jianxin Chang Chen Gao 0001 Xiangnan He 0001 Yong Li 0008 Depeng Jin Bundle Recommendation with Graph Convolutional Networks. 2020 abs/2005.03475 CoRR https://arxiv.org/abs/2005.03475 db/journals/corr/corr2005.html#abs-2005-03475

Xingchen Li Xiang Wang 0010 Xiangnan He 0001 Long Chen 0016 Jun Xiao 0001 Tat-Seng Chua Hierarchical Fashion Graph Network for Personalized Outfit Recommendation. 2020 abs/2005.12566 CoRR https://arxiv.org/abs/2005.12566 db/journals/corr/corr2005.html#abs-2005-12566

Shijun Li 0002 Wenqiang Lei Qingyun Wu Xiangnan He 0001 Peng Jiang 0002 Tat-Seng Chua Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users. 2020 abs/2005.12979 CoRR https://arxiv.org/abs/2005.12979 db/journals/corr/corr2005.html#abs-2005-12979

Yang Zhang 0072 Fuli Feng Chenxu Wang 0010 Xiangnan He 0001 Meng Wang 0001 Yan Li 0068 Yongdong Zhang 0001 How to Retrain Recommender System? A Sequential Meta-Learning Method. 2020 abs/2005.13258 CoRR https://arxiv.org/abs/2005.13258 db/journals/corr/corr2005.html#abs-2005-13258

Haoji Hu Xiangnan He 0001 Jinyang Gao Zhi-Li Zhang Modeling Personalized Item Frequency Information for Next-basket Recommendation. 2020 abs/2006.00556 CoRR https://arxiv.org/abs/2006.00556 db/journals/corr/corr2006.html#abs-2006-00556

Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Liqiang Nie Tat-Seng Chua Denoising Implicit Feedback for Recommendation. 2020 abs/2006.04153 CoRR https://arxiv.org/abs/2006.04153 db/journals/corr/corr2006.html#abs-2006-04153

Yu Zheng 0010 Chen Gao 0001 Xiang Li 0067 Xiangnan He 0001 Yong Li 0008 Depeng Jin Disentangling User Interest and Popularity Bias for Recommendation with Causal Embedding. 2020 abs/2006.11011 CoRR https://arxiv.org/abs/2006.11011 db/journals/corr/corr2006.html#abs-2006-11011

Hande Dong Zhaolin Ding Xiangnan He 0001 Fuli Feng Shuxian Bi Data Augmentation View on Graph Convolutional Network and the Proposal of Monte Carlo Graph Learning. 2020 abs/2006.13090 CoRR https://arxiv.org/abs/2006.13090 db/journals/corr/corr2006.html#abs-2006-13090

Wenqiang Lei Gangyi Zhang Xiangnan He 0001 Yisong Miao Xiang Wang 0010 Liang Chen 0001 Tat-Seng Chua Interactive Path Reasoning on Graph for Conversational Recommendation. 2020 abs/2007.00194 CoRR https://arxiv.org/abs/2007.00194 db/journals/corr/corr2007.html#abs-2007-00194

Xiang Wang 0010 Hongye Jin An Zhang 0003 Xiangnan He 0001 Tong Xu 0001 Tat-Seng Chua Disentangled Graph Collaborative Filtering. 2020 abs/2007.01764 CoRR https://arxiv.org/abs/2007.01764 db/journals/corr/corr2007.html#abs-2007-01764

Meng Wang 0001 Weijie Fu Xiangnan He 0001 Shijie Hao Xindong Wu 0001 A Survey on Large-scale Machine Learning. 2020 abs/2008.03911 CoRR https://arxiv.org/abs/2008.03911 db/journals/corr/corr2008.html#abs-2008-03911

Jintang Li Tao Xie Liang Chen 0001 Fenfang Xie Xiangnan He 0001 Zibin Zheng Adversarial Attack on Large Scale Graph. 2020 abs/2009.03488 CoRR https://arxiv.org/abs/2009.03488 db/journals/corr/corr2009.html#abs-2009-03488

Weijian Chen 0001 Fuli Feng Qifan Wang 0001 Xiangnan He 0001 Chonggang Song Guohui Ling Yongdong Zhang 0001 CatGCN: Graph Convolutional Networks with Categorical Node Features. 2020 abs/2009.05303 CoRR https://arxiv.org/abs/2009.05303 db/journals/corr/corr2009.html#abs-2009-05303

Wenjie Wang 0007 Fuli Feng Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua "Click" Is Not Equal to "Like": Counterfactual Recommendation for Mitigating Clickbait Issue. 2020 abs/2009.09945 CoRR https://arxiv.org/abs/2009.09945 db/journals/corr/corr2009.html#abs-2009-09945

Jiawei Chen 0007 Hande Dong Xiang Wang 0010 Fuli Feng Meng Wang 0001 Xiangnan He 0001 Bias and Debias in Recommender System: A Survey and Future Directions. 2020 abs/2010.03240 CoRR https://arxiv.org/abs/2010.03240 db/journals/corr/corr2010.html#abs-2010-03240

Jiancan Wu Xiang Wang 0010 Fuli Feng Xiangnan He 0001 Liang Chen 0001 Jianxun Lian Xing Xie 0001 Self-supervised Graph Learning for Recommendation. 2020 abs/2010.10783 CoRR https://arxiv.org/abs/2010.10783 db/journals/corr/corr2010.html#abs-2010-10783

Fuli Feng Weiran Huang 0002 Xin Xin 0003 Xiangnan He 0001 Tat-Seng Chua Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method. 2020 abs/2010.11797 CoRR https://arxiv.org/abs/2010.11797 db/journals/corr/corr2010.html#abs-2010-11797

Hande Dong Jiawei Chen 0007 Fuli Feng Xiangnan He 0001 Shuxian Bi Zhaolin Ding Peng Cui 0001 On the Equivalence of Decoupled Graph Convolution Network and Label Propagation. 2020 abs/2010.12408 CoRR https://arxiv.org/abs/2010.12408 db/journals/corr/corr2010.html#abs-2010-12408

Tianxin Wei Fuli Feng Jiawei Chen 0007 Chufeng Shi Ziwei Wu Jinfeng Yi Xiangnan He 0001 Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System. 2020 abs/2010.15363 CoRR https://arxiv.org/abs/2010.15363 db/journals/corr/corr2010.html#abs-2010-15363

Jiawei Chen 0007 Chengquan Jiang Can Wang 0001 Sheng Zhou 0004 Yan Feng Chun Chen 0001 Martin Ester Xiangnan He 0001 CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation. 2020 abs/2011.07739 CoRR https://arxiv.org/abs/2011.07739 db/journals/corr/corr2011.html#abs-2011-07739

Na Li Renyu Zhu Xiaoxu Zhou Xiangnan He 0001 Wenyuan Cai Ming Gao 0001 Aoying Zhou On Disambiguating Authors: Collaboration Network Reconstruction in a Bottom-up Manner. 2020 abs/2011.14333 CoRR https://arxiv.org/abs/2011.14333 db/journals/corr/corr2011.html#abs-2011-14333

Xiangnan He 0001 Zhenguang Liu Hanwang Zhang Chong-Wah Ngo Svebor Karaman Yongfeng Zhang 0003 Special issue on multimedia recommendation and multi-modal data analysis. 591-592 2019 25 Multim. Syst. 6 https://doi.org/10.1007/s00530-019-00639-3 db/journals/mms/mms25.html#HeLZNKZ19

Fuli Feng Xiangnan He 0001 Xiang Wang 0010 Cheng Luo 0001 Yiqun Liu 0001 Tat-Seng Chua Temporal Relational Ranking for Stock Prediction. 27:1-27:30 2019 37 ACM Trans. Inf. Syst. 2 https://doi.org/10.1145/3309547 https://www.wikidata.org/entity/Q128268796 db/journals/tois/tois37.html#FengHWLLC19

Xinyu Guan Zhiyong Cheng 0001 Xiangnan He 0001 Yongfeng Zhang 0003 Zhibo Zhu Qinke Peng Tat-Seng Chua Attentive Aspect Modeling for Review-Aware Recommendation. 28:1-28:27 2019 37 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3309546 https://www.wikidata.org/entity/Q128155843 db/journals/tois/tois37.html#GuanCHZZPC19

Feng Xue 0002 Xiangnan He 0001 Xiang Wang 0010 Jiandong Xu Kai Liu Richang Hong Deep Item-based Collaborative Filtering for Top-N Recommendation. 33:1-33:25 2019 37 ACM Trans. Inf. Syst. 3 https://doi.org/10.1145/3314578 https://www.wikidata.org/entity/Q128042706 db/journals/tois/tois37.html#XueHWXLH19

Xiaoyu Du 0002 Xiangnan He 0001 Fajie Yuan Jinhui Tang 0001 Zhiguang Qin Tat-Seng Chua Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. 47:1-47:22 2019 37 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/3357154 db/journals/tois/tois37.html#DuHYTQC19

Xiang Wang 0010 Dingxian Wang Canran Xu Xiangnan He 0001 Yixin Cao 0002 Tat-Seng Chua Explainable Reasoning over Knowledge Graphs for Recommendation. 5329-5336 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33015329 https://www.wikidata.org/entity/Q113233319 conf/aaai/2019 db/conf/aaai/aaai2019.html#WangWX00C19 Xiangpeng Li Jingkuan Song Lianli Gao Xianglong Liu 0001 Wenbing Huang 0001 Xiangnan He 0001 Chuang Gan 0001 Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering. 8658-8665 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33018658 conf/aaai/2019 db/conf/aaai/aaai2019.html#LiSGLH0G19 Xiang Wang 0010 Xiangnan He 0001 Tat-Seng Chua Learning and Reasoning on Graph for Recommendation. 2971-2972 2019 CIKM https://doi.org/10.1145/3357384.3360317 conf/cikm/2019 db/conf/cikm/cikm2019.html#Wang0C19 Long Chen 0016 Hanwang Zhang Jun Xiao 0001 Xiangnan He 0001 Shiliang Pu Shih-Fu Chang Counterfactual Critic Multi-Agent Training for Scene Graph Generation. 4612-4622 2019 ICCV https://doi.org/10.1109/ICCV.2019.00471 conf/iccv/2019 db/conf/iccv/iccv2019.html#0016Z00PC19 Chen Gao 0001 Xiangnan He 0001 Dahua Gan Xiangning Chen Fuli Feng Yong Li 0008 Tat-Seng Chua Depeng Jin Neural Multi-task Recommendation from Multi-behavior Data. 1554-1557 2019 ICDE https://doi.org/10.1109/ICDE.2019.00140 conf/icde/2019 db/conf/icde/icde2019.html#Gao0GCFLCJ19 Liang Chen 0001 Yang Liu 0245 Xiangnan He 0001 Lianli Gao Zibin Zheng Matching User with Item Set: Collaborative Bundle Recommendation with Deep Attention Network. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/290 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#ChenL0GZ19 2095-2101 Weijian Chen 0001 Yulong Gu Zhaochun Ren Xiangnan He 0001 Hongtao Xie 0001 Tong Guo Dawei Yin 0001 Yongdong Zhang 0001 Semi-supervised User Profiling with Heterogeneous Graph Attention Networks. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/293 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#ChenGRHXGYZ19 2116-2122 Jingtao Ding Yuhan Quan Xiangnan He 0001 Yong Li 0008 Depeng Jin Reinforced Negative Sampling for Recommendation with Exposure Data. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/309 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#DingQ00J19 2230-2236 Xin Xin 0003 Bo Chen 0023 Xiangnan He 0001 Dong Wang 0024 Yue Ding 0001 Joemon M. Jose CFM: Convolutional Factorization Machines for Context-Aware Recommendation. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/545 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#XinCHWDJ19 3926-3932 Fuli Feng Huimin Chen Xiangnan He 0001 Ji Ding 0005 Maosong Sun 0001 Tat-Seng Chua Enhancing Stock Movement Prediction with Adversarial Training. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/810 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#FengC0DSC19 5843-5849 Xiang Wang 0010 Xiangnan He 0001 Yixin Cao 0002 Meng Liu 0006 Tat-Seng Chua KGAT: Knowledge Graph Attention Network for Recommendation. 950-958 2019 KDD https://doi.org/10.1145/3292500.3330989 conf/kdd/2019 db/conf/kdd/kdd2019.html#Wang00LC19 Yihong Chen Bei Chen 0008 Xiangnan He 0001 Chen Gao 0001 Yong Li 0008 Jian-Guang Lou Yue Wang 0007 λOpt: Learn to Regularize Recommender Models in Finer Levels. 978-986 2019 KDD https://doi.org/10.1145/3292500.3330880 conf/kdd/2019 db/conf/kdd/kdd2019.html#ChenC0GLLW19 Daizong Ding Mi Zhang 0001 Xudong Pan Min Yang 0002 Xiangnan He 0001 Modeling Extreme Events in Time Series Prediction. 1114-1122 2019 KDD https://doi.org/10.1145/3292500.3330896 conf/kdd/2019 db/conf/kdd/kdd2019.html#DingZP0H19 Haoji Hu Xiangnan He 0001 Sets2Sets: Learning from Sequential Sets with Neural Networks. 1491-1499 2019 KDD https://doi.org/10.1145/3292500.3330979 conf/kdd/2019 db/conf/kdd/kdd2019.html#HuH19 Lixi Deng Jingjing Chen 0001 Qianru Sun Xiangnan He 0001 Sheng Tang Zhaoyan Ming Yongdong Zhang 0001 Tat-Seng Chua Mixed-dish Recognition with Contextual Relation Networks. 112-120 2019 ACM Multimedia https://doi.org/10.1145/3343031.3351147 conf/mm/2019 db/conf/mm/mm2019.html#DengCS0TMZC19 Yinwei Wei Xiang Wang 0010 Liqiang Nie Xiangnan He 0001 Richang Hong Tat-Seng Chua MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video. 1437-1445 2019 ACM Multimedia https://doi.org/10.1145/3343031.3351034 conf/mm/2019 db/conf/mm/mm2019.html#WeiWN0HC19 Francesco Gelli Tiberio Uricchio Xiangnan He 0001 Alberto Del Bimbo Tat-Seng Chua Learning Subjective Attributes of Images from Auxiliary Sources. 2263-2271 2019 ACM Multimedia https://doi.org/10.1145/3343031.3350574 conf/mm/2019 db/conf/mm/mm2019.html#GelliU0BC19 Xin Xin 0003 Xiangnan He 0001 Yongfeng Zhang 0003 Yongdong Zhang 0001 Joemon M. Jose Relational Collaborative Filtering: Modeling Multiple Item Relations for Recommendation. 125-134 2019 SIGIR https://doi.org/10.1145/3331184.3331188 conf/sigir/2019 db/conf/sigir/sigir2019.html#Xin0ZZJ19 Xiang Wang 0010 Xiangnan He 0001 Meng Wang 0001 Fuli Feng Tat-Seng Chua Neural Graph Collaborative Filtering. 165-174 2019 SIGIR https://doi.org/10.1145/3331184.3331267 conf/sigir/2019 db/conf/sigir/sigir2019.html#Wang0WFC19 Xun Yang 0001 Xiangnan He 0001 Xiang Wang 0010 Yunshan Ma 0002 Fuli Feng Meng Wang 0001 Tat-Seng Chua Interpretable Fashion Matching with Rich Attributes. 775-784 2019 SIGIR https://doi.org/10.1145/3331184.3331242 conf/sigir/2019 db/conf/sigir/sigir2019.html#Yang0WMF0C19 Fajie Yuan Alexandros Karatzoglou Ioannis Arapakis Joemon M. Jose Xiangnan He 0001 A Simple Convolutional Generative Network for Next Item Recommendation. 582-590 2019 WSDM https://doi.org/10.1145/3289600.3290975 https://www.wikidata.org/entity/Q131163799 conf/wsdm/2019 db/conf/wsdm/wsdm2019.html#YuanKAJ019 Jun Xu 0001 Xiangnan He 0001 Hang Li 0001 Deep Learning for Matching in Search and Recommendation. 832-833 2019 WSDM https://doi.org/10.1145/3289600.3291380 https://www.wikidata.org/entity/Q131012969 conf/wsdm/2019 db/conf/wsdm/wsdm2019.html#XuHL19 Yixin Cao 0002 Xiang Wang 0010 Xiangnan He 0001 Zikun Hu Tat-Seng Chua Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. 151-161 2019 WWW https://doi.org/10.1145/3308558.3313705 https://www.wikidata.org/entity/Q61771825 https://orkg.org/resource/R74746 conf/www/2019 db/conf/www/www2019.html#0003W0HC19 Chen Gao 0001 Xiangning Chen Fuli Feng Kai Zhao Xiangnan He 0001 Yong Li 0008 Depeng Jin Cross-domain Recommendation Without Sharing User-relevant Data. 491-502 2019 WWW https://doi.org/10.1145/3308558.3313538 conf/www/2019 db/conf/www/www2019.html#GaoCFZ00J19

Ming Gao 0001 Xiangnan He 0001 Leihui Chen Tingting Liu Jinglin Zhang 0003 Aoying Zhou Learning Vertex Representations for Bipartite Networks. 2019 abs/1901.09676 CoRR http://arxiv.org/abs/1901.09676 db/journals/corr/corr1901.html#abs-1901-09676

Yixin Cao 0002 Xiang Wang 0010 Xiangnan He 0001 Zikun Hu Tat-Seng Chua Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. 2019 abs/1902.06236 CoRR http://arxiv.org/abs/1902.06236 db/journals/corr/corr1902.html#abs-1902-06236

Fuli Feng Xiangnan He 0001 Jie Tang 0001 Tat-Seng Chua Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. 2019 abs/1902.08226 CoRR http://arxiv.org/abs/1902.08226 db/journals/corr/corr1902.html#abs-1902-08226

Xin Xin 0003 Xiangnan He 0001 Yongfeng Zhang 0003 Yongdong Zhang 0001 Joemon M. Jose Relational Collaborative Filtering: Modeling Multiple Item Relations for Recommendation. 2019 abs/1904.12796 CoRR http://arxiv.org/abs/1904.12796 db/journals/corr/corr1904.html#abs-1904-12796

Wenhui Yu Xiangnan He 0001 Jian Pei 0001 Xu Chen 0017 Li Xiong 0001 Jinfei Liu Zheng Qin 0003 Visually-aware Recommendation with Aesthetic Features. 2019 abs/1905.02009 CoRR http://arxiv.org/abs/1905.02009 db/journals/corr/corr1905.html#abs-1905-02009

Xiang Wang 0010 Xiangnan He 0001 Yixin Cao 0002 Meng Liu 0006 Tat-Seng Chua KGAT: Knowledge Graph Attention Network for Recommendation. 2019 abs/1905.07854 CoRR http://arxiv.org/abs/1905.07854 db/journals/corr/corr1905.html#abs-1905-07854

Xiang Wang 0010 Xiangnan He 0001 Meng Wang 0001 Fuli Feng Tat-Seng Chua Neural Graph Collaborative Filtering. 2019 abs/1905.08108 CoRR http://arxiv.org/abs/1905.08108 db/journals/corr/corr1905.html#abs-1905-08108

Yihong Chen Bei Chen 0008 Xiangnan He 0001 Chen Gao 0001 Yong Li 0008 Jian-Guang Lou Yue Wang 0007 LambdaOpt: Learn to Regularize Recommender Models in Finer Levels. 2019 abs/1905.11596 CoRR http://arxiv.org/abs/1905.11596 db/journals/corr/corr1905.html#abs-1905-11596

Richang Hong Daqing Liu Xiaoyu Mo Xiangnan He 0001 Hanwang Zhang Learning to Compose and Reason with Language Tree Structures for Visual Grounding. 2019 abs/1906.01784 CoRR http://arxiv.org/abs/1906.01784 db/journals/corr/corr1906.html#abs-1906-01784

Fajie Yuan Xiangnan He 0001 Guibing Guo Zhezhao Xu Jian Xiong Xiuqiang He 0001 Modeling the Past and Future Contexts for Session-based Recommendation. 2019 abs/1906.04473 CoRR http://arxiv.org/abs/1906.04473 db/journals/corr/corr1906.html#abs-1906-04473

Xiaoyu Du 0002 Xiangnan He 0001 Fajie Yuan Jinhui Tang 0001 Zhiguang Qin Tat-Seng Chua Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. 2019 abs/1906.11171 CoRR http://arxiv.org/abs/1906.11171 db/journals/corr/corr1906.html#abs-1906-11171

Jun Kuang Yixin Cao 0002 Jianbing Zheng 0001 Xiangnan He 0001 Ming Gao 0001 Aoying Zhou Improving Neural Relation Extraction with Implicit Mutual Relations. 2019 abs/1907.05333 CoRR http://arxiv.org/abs/1907.05333 db/journals/corr/corr1907.html#abs-1907-05333

Haozhe Wu Zhiyuan Hu Jia Jia 0001 Yaohua Bu Xiangnan He 0001 Tat-Seng Chua Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. 2019 abs/1911.07156 CoRR http://arxiv.org/abs/1911.07156 db/journals/corr/corr1911.html#abs-1911-07156

Lizi Liao Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Attributed Social Network Embedding. 2257-2270 2018 30 IEEE Trans. Knowl. Data Eng. 12 https://doi.org/10.1109/TKDE.2018.2819980 http://doi.ieeecomputersociety.org/10.1109/TKDE.2018.2819980 https://www.wikidata.org/entity/Q130064757 db/journals/tkde/tkde30.html#LiaoHZC18

Xiangnan He 0001 Zhankui He Jingkuan Song Zhenguang Liu Yu-Gang Jiang 0001 Tat-Seng Chua NAIS: Neural Attentive Item Similarity Model for Recommendation. 2354-2366 2018 30 IEEE Trans. Knowl. Data Eng. 12 https://doi.org/10.1109/TKDE.2018.2831682 http://doi.ieeecomputersociety.org/10.1109/TKDE.2018.2831682 db/journals/tkde/tkde30.html#HeHSLJC18

Zan Gao Deyu Wang Xiangnan He 0001 Hua Zhang 0003 Group-Pair Convolutional Neural Networks for Multi-View Based 3D Object Retrieval. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.11899 conf/aaai/2018 db/conf/aaai/aaai2018.html#GaoWHZ18 2223-2231 Wenqiang Lei Xisen Jin Min-Yen Kan Zhaochun Ren Xiangnan He 0001 Dawei Yin 0001 Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures. 1437-1447 2018 ACL (1) https://aclanthology.org/P18-1133/ https://doi.org/10.18653/v1/P18-1133 conf/acl/2018-1 db/conf/acl/acl2018-1.html#KanHLJRY18 Xin Xin 0003 Fajie Yuan Xiangnan He 0001 Joemon M. Jose Batch IS NOT Heavy: Learning Word Representations From All Samples. 1853-1862 2018 ACL (1) https://aclanthology.org/P18-1172/ https://doi.org/10.18653/v1/P18-1172 conf/acl/2018-1 db/conf/acl/acl2018-1.html#HeXYJ18 Dongxiang Zhang Long Guo Xiangnan He 0001 Jie Shao 0001 Sai Wu Heng Tao Shen A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. 713-724 2018 ICDE https://doi.org/10.1109/ICDE.2018.00070 https://doi.ieeecomputersociety.org/10.1109/ICDE.2018.00070 conf/icde/2018 db/conf/icde/icde2018.html#ZhangGHSWS18 Tiancheng Shen Jia Jia 0001 Guangyao Shen Fuli Feng Xiangnan He 0001 Huanbo Luan Jie Tang 0001 Thanassis Tiropanis Tat-Seng Chua Wendy Hall 0001 Cross-Domain Depression Detection via Harvesting Social Media. 1611-1617 2018 IJCAI https://doi.org/10.24963/ijcai.2018/223 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#Shen0SF0L0TCH18 Xiangnan He 0001 Xiaoyu Du 0002 Xiang Wang 0010 Feng Tian Jinhui Tang 0001 Tat-Seng Chua Outer Product-based Neural Collaborative Filtering. 2227-2233 2018 IJCAI https://doi.org/10.24963/ijcai.2018/308 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#0001DWTTC18 Jingtao Ding Guanghui Yu Xiangnan He 0001 Yuhan Quan Yong Li 0008 Tat-Seng Chua Depeng Jin Jiajie Yu Improving Implicit Recommender Systems with View Data. 3343-3349 2018 IJCAI https://doi.org/10.24963/ijcai.2018/464 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#DingY0QLCJY18 Han Liu Xiangnan He 0001 Fuli Feng Liqiang Nie Rui Liu 0019 Hanwang Zhang Discrete Factorization Machines for Fast Feature-based Recommendation. 3449-3455 2018 IJCAI https://doi.org/10.24963/ijcai.2018/479 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#Liu0FNLZ18 Zhiyong Cheng 0001 Ying Ding Xiangnan He 0001 Lei Zhu 0002 Xuemeng Song Mohan S. Kankanhalli A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction. 3748-3754 2018 IJCAI https://doi.org/10.24963/ijcai.2018/521 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#ChengD0ZSK18 Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Recommendation Technologies for Multimedia Content. 8 2018 ICMR https://doi.org/10.1145/3206025.3210497 conf/mir/2018 db/conf/mir/icmr2018.html#0001ZC18 Francesco Gelli Tiberio Uricchio Xiangnan He 0001 Alberto Del Bimbo Tat-Seng Chua Beyond the Product: Discovering Image Posts for Brands in Social Media. 465-473 2018 ACM Multimedia https://doi.org/10.1145/3240508.3240689 conf/mm/2018 db/conf/mm/mm2018.html#GelliU0BC18 Lizi Liao Yunshan Ma 0002 Xiangnan He 0001 Richang Hong Tat-Seng Chua Knowledge-aware Multimodal Dialogue Systems. 801-809 2018 ACM Multimedia https://doi.org/10.1145/3240508.3240605 conf/mm/2018 db/conf/mm/mm2018.html#LiaoM0HC18 Lizi Liao Xiangnan He 0001 Bo Zhao Chong-Wah Ngo Tat-Seng Chua Interpretable Multimodal Retrieval for Fashion Products. 1571-1579 2018 ACM Multimedia https://doi.org/10.1145/3240508.3240646 conf/mm/2018 db/conf/mm/mm2018.html#Liao0ZNC18 Jingyuan Chen Xiangnan He 0001 Xuemeng Song Hanwang Zhang Liqiang Nie Tat-Seng Chua Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs. 327-339 2018 MMM (2) https://doi.org/10.1007/978-3-319-73600-6_28 conf/mmm/2018-2 db/conf/mmm/mmm2018-2.html#Chen0SZNC18 Meng Liu 0006 Xiang Wang 0010 Liqiang Nie Xiangnan He 0001 Baoquan Chen Tat-Seng Chua Attentive Moment Retrieval in Videos. 15-24 2018 SIGIR https://doi.org/10.1145/3209978.3210003 conf/sigir/2018 db/conf/sigir/sigir2018.html#LiuWN0CC18 Xuemeng Song Xiang Wang 0010 Liqiang Nie Xiangnan He 0001 Zhumin Chen Wei Liu 0005 A Personal Privacy Preserving Framework: I Let You Know Who Can See What. 295-304 2018 SIGIR https://doi.org/10.1145/3209978.3209995 conf/sigir/2018 db/conf/sigir/sigir2018.html#SongWN0CL18 Xiangnan He 0001 Zhankui He Xiaoyu Du 0002 Tat-Seng Chua Adversarial Personalized Ranking for Recommendation. 355-364 2018 SIGIR https://doi.org/10.1145/3209978.3209981 conf/sigir/2018 db/conf/sigir/sigir2018.html#0001HDC18 Da Cao Xiangnan He 0001 Lianhai Miao Yahui An Chao Yang 0015 Richang Hong Attentive Group Recommendation. 645-654 2018 SIGIR https://doi.org/10.1145/3209978.3209998 conf/sigir/2018 db/conf/sigir/sigir2018.html#Cao0MAYH18 Ming Gao 0001 Leihui Chen Xiangnan He 0001 Aoying Zhou BiNE: Bipartite Network Embedding. 715-724 2018 SIGIR https://doi.org/10.1145/3209978.3209987 conf/sigir/2018 db/conf/sigir/sigir2018.html#0001C0Z18 Xin Luo 0006 Liqiang Nie Xiangnan He 0001 Ye Wu Zhen-Duo Chen 0001 Xin-Shun Xu Fast Scalable Supervised Hashing. 735-744 2018 SIGIR https://doi.org/10.1145/3209978.3210035 conf/sigir/2018 db/conf/sigir/sigir2018.html#LuoN0WCX18 Jun Xu 0001 Xiangnan He 0001 Hang Li 0001 Deep Learning for Matching in Search and Recommendation. 1365-1368 2018 SIGIR https://doi.org/10.1145/3209978.3210181 conf/sigir/2018 db/conf/sigir/sigir2018.html#XuHL18 Zhaochun Ren Xiangnan He 0001 Dawei Yin 0001 Maarten de Rijke Information Discovery in E-commerce: Half-day SIGIR 2018 Tutorial. 1379-1382 2018 SIGIR https://doi.org/10.1145/3209978.3210185 conf/sigir/2018 db/conf/sigir/sigir2018.html#Ren0YR18 Fajie Yuan Xin Xin 0003 Xiangnan He 0001 Guibing Guo Weinan Zhang 0001 Tat-Seng Chua Joemon M. Jose f<sub>BGD</sub>: Learning Embeddings From Positive Unlabeled Data with BGD. 198-207 2018 UAI http://auai.org/uai2018/proceedings/papers/68.pdf http://auai.org/uai2018/proceedings/supplements/Supplementary-Paper68.pdf conf/uai/2018 db/conf/uai/uai2018.html#YuanX0GZCJ18 Jingtao Ding Fuli Feng Xiangnan He 0001 Guanghui Yu Yong Li 0008 Depeng Jin An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data. 13-14 2018 WWW (Companion Volume) https://doi.org/10.1145/3184558.3186905 conf/www/2018c db/conf/www/www2018c.html#DingF0YLJ18 Wenhui Yu Huidi Zhang Xiangnan He 0001 Xu Chen 0017 Li Xiong 0001 Zheng Qin 0003 Aesthetic-based Clothing Recommendation. 649-658 2018 WWW https://doi.org/10.1145/3178876.3186146 conf/www/2018 db/conf/www/www2018.html#YuZHC0Q18 Fuli Feng Xiangnan He 0001 Yiqun Liu 0001 Liqiang Nie Tat-Seng Chua Learning on Partial-Order Hypergraphs. 1523-1532 2018 WWW https://doi.org/10.1145/3178876.3186064 conf/www/2018 db/conf/www/www2018.html#Feng0LNC18 Xiang Wang 0010 Xiangnan He 0001 Fuli Feng Liqiang Nie Tat-Seng Chua TEM: Tree-enhanced Embedding Model for Explainable Recommendation. 1543-1552 2018 WWW https://doi.org/10.1145/3178876.3186066 conf/www/2018 db/conf/www/www2018.html#Wang0FNC18

Han Liu Xiangnan He 0001 Fuli Feng Liqiang Nie Rui Liu 0019 Hanwang Zhang Discrete Factorization Machines for Fast Feature-based Recommendation. 2018 abs/1805.02232 CoRR http://arxiv.org/abs/1805.02232 db/journals/corr/corr1805.html#abs-1805-02232

Xiangnan He 0001 Zhankui He Xiaoyu Du 0002 Tat-Seng Chua Adversarial Personalized Ranking for Recommendation. 2018 abs/1808.03908 CoRR http://arxiv.org/abs/1808.03908 db/journals/corr/corr1808.html#abs-1808-03908

Xiangnan He 0001 Xiaoyu Du 0002 Xiang Wang 0010 Feng Tian Jinhui Tang 0001 Tat-Seng Chua Outer Product-based Neural Collaborative Filtering. 2018 abs/1808.03912 CoRR http://arxiv.org/abs/1808.03912 db/journals/corr/corr1808.html#abs-1808-03912

Fajie Yuan Alexandros Karatzoglou Ioannis Arapakis Joemon M. Jose Xiangnan He 0001 A Simple but Hard-to-Beat Baseline for Session-based Recommendations. 2018 abs/1808.05163 CoRR http://arxiv.org/abs/1808.05163 db/journals/corr/corr1808.html#abs-1808-05163

Wenhui Yu Huidi Zhang Xiangnan He 0001 Xu Chen 0017 Li Xiong 0001 Zheng Qin 0003 Aesthetic-based Clothing Recommendation. 2018 abs/1809.05822 CoRR http://arxiv.org/abs/1809.05822 db/journals/corr/corr1809.html#abs-1809-05822

Xiangnan He 0001 Zhankui He Jingkuan Song Zhenguang Liu Yu-Gang Jiang 0001 Tat-Seng Chua NAIS: Neural Attentive Item Similarity Model for Recommendation. 2018 abs/1809.07053 CoRR http://arxiv.org/abs/1809.07053 db/journals/corr/corr1809.html#abs-1809-07053

Jinhui Tang 0001 Xiangnan He 0001 Xiaoyu Du 0002 Fajie Yuan Qi Tian 0001 Tat-Seng Chua Adversarial Training Towards Robust Multimedia Recommender System. 2018 abs/1809.07062 CoRR http://arxiv.org/abs/1809.07062 db/journals/corr/corr1809.html#abs-1809-07062

Chen Gao 0001 Xiangnan He 0001 Dahua Gan Xiangning Chen Fuli Feng Yong Li 0008 Tat-Seng Chua Depeng Jin Learning Recommender Systems from Multi-Behavior Data. 2018 abs/1809.08161 CoRR http://arxiv.org/abs/1809.08161 db/journals/corr/corr1809.html#abs-1809-08161

Jingtao Ding Guanghui Yu Xiangnan He 0001 Yong Li 0008 Depeng Jin Sampler Design for Bayesian Personalized Ranking by Leveraging View Data. 2018 abs/1809.08162 CoRR http://arxiv.org/abs/1809.08162 db/journals/corr/corr1809.html#abs-1809-08162

Fuli Feng Xiangnan He 0001 Xiang Wang 0010 Cheng Luo 0001 Yiqun Liu 0001 Tat-Seng Chua Temporal Relational Ranking for Stock Prediction. 2018 abs/1809.09441 CoRR http://arxiv.org/abs/1809.09441 db/journals/corr/corr1809.html#abs-1809-09441

Yezheng Liu 0001 Zhe Li 0070 Chong Zhou Yuanchun Jiang Jianshan Sun Meng Wang 0001 Xiangnan He 0001 Generative Adversarial Active Learning for Unsupervised Outlier Detection. 2018 abs/1809.10816 CoRR http://arxiv.org/abs/1809.10816 db/journals/corr/corr1809.html#abs-1809-10816

Xiaoyan Gao 0001 Fuli Feng Xiangnan He 0001 Heyan Huang Xinyu Guan Chong Feng 0001 Zhaoyan Ming Tat-Seng Chua Visually-aware Collaborative Food Recommendation. 2018 abs/1810.05032 CoRR http://arxiv.org/abs/1810.05032 db/journals/corr/corr1810.html#abs-1810-05032

Fuli Feng Huimin Chen Xiangnan He 0001 Ji Ding 0005 Maosong Sun 0001 Tat-Seng Chua Improving Stock Movement Prediction with Adversarial Training. 2018 abs/1810.09936 CoRR http://arxiv.org/abs/1810.09936 db/journals/corr/corr1810.html#abs-1810-09936

Xinyu Guan Zhiyong Cheng 0001 Xiangnan He 0001 Yongfeng Zhang 0003 Zhibo Zhu Qinke Peng Tat-Seng Chua Attentive Aspect Modeling for Review-aware Recommendation. 2018 abs/1811.04375 CoRR http://arxiv.org/abs/1811.04375 db/journals/corr/corr1811.html#abs-1811-04375

Feng Xue 0002 Xiangnan He 0001 Xiang Wang 0010 Jiandong Xu Kai Liu Richang Hong Deep Item-based Collaborative Filtering for Top-N Recommendation. 2018 abs/1811.04392 CoRR http://arxiv.org/abs/1811.04392 db/journals/corr/corr1811.html#abs-1811-04392

Xiangnan He 0001 Jinhui Tang 0001 Xiaoyu Du 0002 Richang Hong Tongwei Ren Tat-Seng Chua Fast Matrix Factorization with Non-Uniform Weights on Missing Data. 2018 abs/1811.04411 CoRR http://arxiv.org/abs/1811.04411 db/journals/corr/corr1811.html#abs-1811-04411

Xiang Wang 0010 Dingxian Wang Canran Xu Xiangnan He 0001 Yixin Cao 0002 Tat-Seng Chua Explainable Reasoning over Knowledge Graphs for Recommendation. 2018 abs/1811.04540 CoRR http://arxiv.org/abs/1811.04540 db/journals/corr/corr1811.html#abs-1811-04540

Long Chen 0016 Hanwang Zhang Jun Xiao 0001 Xiangnan He 0001 Shiliang Pu Shih-Fu Chang Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation. 2018 abs/1812.02347 CoRR http://arxiv.org/abs/1812.02347 db/journals/corr/corr1812.html#abs-1812-02347

Da Cao Liqiang Nie Xiangnan He 0001 Xiaochi Wei Jialie Shen 0001 Shunxiang Wu Tat-Seng Chua Version-sensitive mobile App recommendation. 161-175 2017 381 Inf. Sci. https://doi.org/10.1016/j.ins.2016.11.025 db/journals/isci/isci381.html#CaoNHWSWC17

Xiao Chen 0004 Min Liu 0001 Yaqin Zhou Zhongcheng Li Shuang Chen Xiangnan He 0001 A Truthful Incentive Mechanism for Online Recruitment in Mobile Crowd Sensing System. 79 2017 17 Sensors 1 https://doi.org/10.3390/s17010079 https://www.wikidata.org/entity/Q37632513 db/journals/sensors/sensors17.html#ChenLZLCH17

Xiangnan He 0001 Ming Gao 0001 Min-Yen Kan Dingxian Wang BiRank: Towards Ranking on Bipartite Graphs. 57-71 2017 29 IEEE Trans. Knowl. Data Eng. 1 https://doi.org/10.1109/TKDE.2016.2611584 http://doi.ieeecomputersociety.org/10.1109/TKDE.2016.2611584 https://www.wikidata.org/entity/Q56737483 db/journals/tkde/tkde29.html#HeGKW17

Lei Zhu 0002 Zi Huang Xiaobai Liu Xiangnan He 0001 Jiande Sun 0001 Xiaofang Zhou 0001 Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search. 2066-2079 2017 19 IEEE Trans. Multim. 9 https://doi.org/10.1109/TMM.2017.2729025 db/journals/tmm/tmm19.html#ZhuHLHSZ17

Da Cao Xiangnan He 0001 Liqiang Nie Xiaochi Wei Xia Hu 0001 Shunxiang Wu Tat-Seng Chua Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts. 37:1-37:27 2017 35 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/3017429 db/journals/tois/tois35.html#CaoHNWHWC17

Manjira Sinha Xiangnan He 0001 Alessandro Bozzon Sandya Mannarswamy Pradeep K. Murukannaiah Tridib Mukherjee SMASC 2017: First International Workshop on Social Media Analytics for Smart Cities. 2567-2568 2017 CIKM https://doi.org/10.1145/3132847.3133199 conf/cikm/2017 db/conf/cikm/cikm2017.html#SinhaHBMMM17 Lizi Liao Xiangnan He 0001 Zhaochun Ren Liqiang Nie Huan Xu 0001 Tat-Seng Chua Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media. 310-316 2017 IJCAI https://doi.org/10.24963/ijcai.2017/44 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#Liao0RNXC17 Jun Xiao 0001 Hao Ye Xiangnan He 0001 Hanwang Zhang Fei Wu 0001 Tat-Seng Chua Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks. 3119-3125 2017 IJCAI https://doi.org/10.24963/ijcai.2017/435 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#XiaoY0ZWC17 Wenqiang Lei Xuancong Wang Meichun Liu Ilija Ilievski Xiangnan He 0001 Min-Yen Kan SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition. 4026-4032 2017 IJCAI https://doi.org/10.24963/ijcai.2017/562 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#LeiWLI0K17 Zhenguang Liu Li Cheng 0001 Anan Liu Luming Zhang Xiangnan He 0001 Roger Zimmermann Multiview and Multimodal Pervasive Indoor Localization. 109-117 2017 ACM Multimedia https://doi.org/10.1145/3123266.3123436 conf/mm/2017 db/conf/mm/mm2017.html#LiuCLZHZ17 Liqiang Nie Xiang Wang 0010 Jianglong Zhang Xiangnan He 0001 Hanwang Zhang Richang Hong Qi Tian 0001 Enhancing Micro-video Understanding by Harnessing External Sounds. 1192-1200 2017 ACM Multimedia https://doi.org/10.1145/3123266.3123313 conf/mm/2017 db/conf/mm/mm2017.html#NieWZ0ZHT17 Dejing Xu Zhou Zhao 0001 Jun Xiao 0001 Fei Wu 0001 Hanwang Zhang Xiangnan He 0001 Yueting Zhuang Video Question Answering via Gradually Refined Attention over Appearance and Motion. 1645-1653 2017 ACM Multimedia https://doi.org/10.1145/3123266.3123427 conf/mm/2017 db/conf/mm/mm2017.html#XuZX0Z0Z17 Francesco Gelli Xiangnan He 0001 Tao Chen 0008 Tat-Seng Chua How Personality Affects our Likes: Towards a Better Understanding of Actionable Images. 1828-1837 2017 ACM Multimedia https://doi.org/10.1145/3123266.3127909 conf/mm/2017 db/conf/mm/mm2017.html#Gelli0CC17 Xiang Wang 0010 Xiangnan He 0001 Liqiang Nie Tat-Seng Chua Item Silk Road: Recommending Items from Information Domains to Social Users. 185-194 2017 SIGIR https://doi.org/10.1145/3077136.3080771 conf/sigir/2017 db/conf/sigir/sigir2017.html#Wang0NC17 Jingyuan Chen Hanwang Zhang Xiangnan He 0001 Liqiang Nie Wei Liu 0005 Tat-Seng Chua Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. 335-344 2017 SIGIR https://doi.org/10.1145/3077136.3080797 conf/sigir/2017 db/conf/sigir/sigir2017.html#ChenZ0NLC17 Xiangnan He 0001 Tat-Seng Chua Neural Factorization Machines for Sparse Predictive Analytics. 355-364 2017 SIGIR https://doi.org/10.1145/3077136.3080777 conf/sigir/2017 db/conf/sigir/sigir2017.html#0001C17 Da Cao Liqiang Nie Xiangnan He 0001 Xiaochi Wei Shunzhi Zhu Tat-Seng Chua Embedding Factorization Models for Jointly Recommending Items and User Generated Lists. 585-594 2017 SIGIR https://doi.org/10.1145/3077136.3080779 conf/sigir/2017 db/conf/sigir/sigir2017.html#CaoN0WZC17 Xiangnan He 0001 Lizi Liao Hanwang Zhang Liqiang Nie Xia Hu 0001 Tat-Seng Chua Neural Collaborative Filtering. 173-182 2017 WWW https://doi.org/10.1145/3038912.3052569 conf/www/2017 db/conf/www/www2017.html#HeLZNHC17 Immanuel Bayer Xiangnan He 0001 Bhargav Kanagal Steffen Rendle A Generic Coordinate Descent Framework for Learning from Implicit Feedback. 1341-1350 2017 WWW https://doi.org/10.1145/3038912.3052694 conf/www/2017 db/conf/www/www2017.html#BayerHKR17

Lizi Liao Xiangnan He 0001 Hanwang Zhang Tat-Seng Chua Attributed Social Network Embedding. 2017 abs/1705.04969 CoRR http://arxiv.org/abs/1705.04969 db/journals/corr/corr1705.html#LiaoHZC17

Xiang Wang 0010 Xiangnan He 0001 Liqiang Nie Tat-Seng Chua Item Silk Road: Recommending Items from Information Domains to Social Users. 2017 abs/1706.03205 CoRR http://arxiv.org/abs/1706.03205 db/journals/corr/corr1706.html#WangHNC17

Lei Zhu 0002 Zi Huang Xiaobai Liu Xiangnan He 0001 Jingkuan Song Xiaofang Zhou 0001 Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search. 2017 abs/1707.04047 CoRR http://arxiv.org/abs/1707.04047 db/journals/corr/corr1707.html#ZhuHLHSZ17

Xiangnan He 0001 Ming Gao 0001 Min-Yen Kan Dingxian Wang BiRank: Towards Ranking on Bipartite Graphs. 2017 abs/1708.04396 CoRR http://arxiv.org/abs/1708.04396 db/journals/corr/corr1708.html#abs-1708-04396

Jun Xiao 0001 Hao Ye Xiangnan He 0001 Hanwang Zhang Fei Wu 0001 Tat-Seng Chua Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks. 2017 abs/1708.04617 CoRR http://arxiv.org/abs/1708.04617 db/journals/corr/corr1708.html#abs-1708-04617

Xiangnan He 0001 Hanwang Zhang Min-Yen Kan Tat-Seng Chua Fast Matrix Factorization for Online Recommendation with Implicit Feedback. 2017 abs/1708.05024 CoRR http://arxiv.org/abs/1708.05024 db/journals/corr/corr1708.html#abs-1708-05024

Xiangnan He 0001 Tat-Seng Chua Neural Factorization Machines for Sparse Predictive Analytics. 2017 abs/1708.05027 CoRR http://arxiv.org/abs/1708.05027 db/journals/corr/corr1708.html#abs-1708-05027

Xiangnan He 0001 Lizi Liao Hanwang Zhang Liqiang Nie Xia Hu 0001 Tat-Seng Chua Neural Collaborative Filtering. 2017 abs/1708.05031 CoRR http://arxiv.org/abs/1708.05031 db/journals/corr/corr1708.html#abs-1708-05031

Tao Chen 0008 Xiangnan He 0001 Min-Yen Kan Context-aware Image Tweet Modelling and Recommendation. 1018-1027 2016 ACM Multimedia https://doi.org/10.1145/2964284.2964291 conf/mm/2016 db/conf/mm/mm2016.html#ChenHK16 Jianglong Zhang Liqiang Nie Xiang Wang 0010 Xiangnan He 0001 Xianglin Huang Tat-Seng Chua Shorter-is-Better: Venue Category Estimation from Micro-Video. 1415-1424 2016 ACM Multimedia https://doi.org/10.1145/2964284.2964307 conf/mm/2016 db/conf/mm/mm2016.html#ZhangNWHHC16 Hanwang Zhang Fumin Shen Wei Liu 0005 Xiangnan He 0001 Huanbo Luan Tat-Seng Chua Discrete Collaborative Filtering. 325-334 2016 SIGIR https://doi.org/10.1145/2911451.2911502 conf/sigir/2016 db/conf/sigir/sigir2016.html#ZhangSLHLC16 Xiangnan He 0001 Hanwang Zhang Min-Yen Kan Tat-Seng Chua Fast Matrix Factorization for Online Recommendation with Implicit Feedback. 549-558 2016 SIGIR https://doi.org/10.1145/2911451.2911489 conf/sigir/2016 db/conf/sigir/sigir2016.html#HeZKC16

Immanuel Bayer Xiangnan He 0001 Bhargav Kanagal Steffen Rendle A Generic Coordinate Descent Framework for Learning from Implicit Feedback. 2016 abs/1611.04666 CoRR http://arxiv.org/abs/1611.04666 db/journals/corr/corr1611.html#BayerHKR16

Tao Chen 0008 Hany M. SalahEldeen Xiangnan He 0001 Min-Yen Kan Dongyuan Lu VELDA: Relating an Image Tweet's Text and Images. 30-36 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9168 conf/aaai/2015 db/conf/aaai/aaai2015.html#ChenSHKL15 Xiangnan He 0001 Tao Chen 0008 Min-Yen Kan Xiao Chen 0004 TriRank: Review-aware Explainable Recommendation by Modeling Aspects. 1661-1670 2015 CIKM https://doi.org/10.1145/2806416.2806504 https://www.wikidata.org/entity/Q102362849 conf/cikm/2015 db/conf/cikm/cikm2015.html#HeCKC15 Xiao Chen 0004 Min Liu 0001 Yaqin Zhou Zhongcheng Li Shuang Chen Xiangnan He 0001 Differential spread strategy: An incentive for advertisement dissemination. 595-601 2015 ISCC https://doi.org/10.1109/ISCC.2015.7884833 https://doi.ieeecomputersociety.org/10.1109/ISCC.2015.7884833 conf/iscc/2015 db/conf/iscc/iscc2015.html#ChenLZLCH15 Xiangnan He 0001 Ming Gao 0001 Min-Yen Kan Yiqun Liu 0001 Kazunari Sugiyama Predicting the popularity of web 2.0 items based on user comments. 233-242 2014 SIGIR https://doi.org/10.1145/2600428.2609558 conf/sigir/2014 db/conf/sigir/sigir2014.html#HeGKLS14 Xiangnan He 0001 Min-Yen Kan Peichu Xie Xiao Chen 0004 Comment-based multi-view clustering of web 2.0 items. 771-782 2014 WWW https://doi.org/10.1145/2566486.2567975 conf/www/2014 db/conf/www/www2014.html#HeKXC14 Yiping Jin Min-Yen Kan Jun-Ping Ng Xiangnan He 0001 Mining Scientific Terms and their Definitions: A Study of the ACL Anthology. 780-790 2013 EMNLP https://doi.org/10.18653/v1/d13-1073 https://aclanthology.org/D13-1073/ conf/emnlp/2013 db/conf/emnlp/emnlp2013.html#JinKN013 Ming Gao 0001 Xiangnan He 0001 Cheqing Jin Xiaoling Wang 0004 Aoying Zhou Recording How-Provenance on Probabilistic Databases. 205-211 2010 APWeb https://doi.org/10.1109/APWeb.2010.19 https://doi.ieeecomputersociety.org/10.1109/APWeb.2010.19 conf/apweb/2010 db/conf/apweb/apweb2010.html#GaoHJWZ10 Qingyao Ai Rui Ai 0004 Firoj Alam Mingyang An Yahui An Ioannis Arapakis Hiba Arnaout Ting Bai 0004 Yimeng Bai Vidhisha Balachandran Marco Balduini Keqin Bao Immanuel Bayer Matteo Belcao Huixia Ben Akash Bharadwaj Baolong Bi Shuxian Bi Tang Biao Alberto Del Bimbo Pieter Bonte Alessandro Bozzon Yaohua Bu Qingpeng Cai 0001 Shihao Cai Wenyuan Cai Xunliang Cai Da Cao Longbing Cao Pei Cao 0001 Xuezhi Cao Yixin Cao 0002 Zengxu Cao Zhao Cao Hans Chalupsky Jianxin Chang Shih-Fu Chang Yi Chang 0001 Baoquan Chen Bei Chen 0008 Bo Chen 0023 Chong Chen 0001 Chong Chen 0002 Chun Chen 0001 Enhong Chen Gang Chen 0047 Hao Chen 0051 Heyu Chen Hongshen Chen Huimin Chen Jiajia Chen 0012 Jiaju Chen Jiawei Chen 0007 Jingjing Chen 0001 Jingyuan Chen Lei Chen 0072 Leihui Chen Liang Chen 0001 Long Chen 0016 Nachuan Chen Nuo Chen Ruijun Chen Shuang Chen Sirui Chen Tao Chen 0008 Tianlong Chen 0001 Tong Chen 0005 Weijian Chen 0001 Xiangning Chen Xiao Chen 0004 Xu Chen 0017 Xu Chen 0022 Yihong Chen Yu Chen 0022 Yun Chen Yuxin Chen Zhen-Duo Chen 0001 Zhumin Chen Ziqian Chen Dian Cheng Li Cheng 0001 Yu Cheng 0011 Zhiyong Cheng 0001 Jae-Ho ChoiJaeho Choi Nurendra Choudhary Tat-Seng Chua Graham Cormode Peng Cui 0001 Qing Cui Yu Cui Jamell Dacon Le Dai Yashar Deldjoo Boyi Deng Kuan Deng Lixi Deng Xun Deng Yang Deng 0002 Bolin Ding Chenlu Ding Daizong Ding Hongxun Ding Ji Ding 0005 Jingtao Ding Sihao Ding 0003 Ying Ding Yue Ding 0001 Zhaolin Ding Zhuozhi Ding Milan Dojchinovski Hande Dong Shoubin Dong Zhicheng Dou Lun Du Xiaoyu Du 0002 Jingru Duan Martin Ester Chenxiao Fan Wenqi Fan Junfeng Fang Yi Fang 0008 Yi Fang 0010 Chong Feng 0001 Fuli Feng Huamin Feng Jiawei Feng Yan Feng Jan Forberg Johannes Frey Hongcheng Fu Jiajun Fu Junchen Fu Qiang Fu 0015 Weijie Fu Chuang Gan 0001 Dahua Gan Chen Gao 0001 Chongming Gao Jinyang Gao Lianli Gao Mengyao Gao Ming Gao 0001 Minghe Gao Shen Gao Xiaoyan Gao 0001 Xingyu Gao 0001 Xinjian Gao Yuan Gao Yuan Gao 0015 Yuan Gao 0020 Zan Gao Daniel Garijo Francesco Gelli Zhi Geng Shrestha Ghosh Aristides Gionis Yaxin Gong Qi Gu Yulong Gu Xinyu Guan Dan Guo 0001 Guibing Guo Huifeng Guo Jiafeng Guo Long Guo Tong Guo Wei Guo 0006 Xiaojie Guo 0002 Xiaoyan Guo Wendy Hall 0001 Jiawei Han 0001 Ning Han Shi Han Songqiao Han Haihong Hao Shijie Hao Xueyuan Hao Yanbin Hao Bernhard Haslhofer Xiuqiang He 0001 Zhankui He Balázs Hidasi Richang Hong Chaochuan Hou Haoji Hu Liang Hu 0004 Linkang Hu Taojun Hu Xia Ben HuXia Hu 0001 Xinting Hu Xiyang Hu Xunhan Hu Yao Hu 0002 Zhiyu Hu Zhiyuan Hu Zikun Hu Ziniu Hu Chao Huang 0001 Hailiang Huang 0003 Heyan Huang Kexin Huang Tinglin Huang 0001 Weiran Huang 0002 Wenbing Huang 0001 Xianglin Huang Xiao Huang 0001 Yongfeng Huang 0001 Zi Huang Binyuan Hui Filip Ilievski Ilija Ilievski Heng Ji 0001 Wence Ji Wendi Ji Jia Jia 0001 Xiaojun Jia Chengquan Jiang Haochuan Jiang Houcheng Jiang Meng Jiang Minqi Jiang Peng Jiang 0002 Shunyu Jiang Yu-Gang Jiang 0001 Yuan-Chun JiangYuanchun Jiang Bowen Jin Cheqing Jin Depeng Jin Hongye Jin Jinqiu Jin Shengmin Jin Xisen Jin Yiping Jin Yuanyuan Jin Yi Jing Joemon M. Jose Min-Yen Kan Bhargav Kanagal Ilias Kanellos Zhanhui Kang Mohan KankanhalliMohan S. Kankanhalli Svebor Karaman Alexandros Karatzoglou George Katsogiannis-Meimarakis Kenji Kawaguchi Sang-Wook Kim Taeho Kim 0003 Xiaoyu Kong Danai Koutra Georgia Koutrika Jun Kuang Sachin Kumar 0009 Yanyan Lan Yeon-Chang Lee Wenqiang Lei Elisabeth Lex Aiying Li Biao Li 0002 Chengming Li 0004 Chengpeng Li 0001 Chenliang Li 0005 Chenxu Li Cunchun Li Hang Li 0001 Haoran Li Haoxuan Li 0001 Jialei Li Jinghan Li Jintang Li Juncheng Li 0006 Longfei Li Moxin Li Na Li Nian Li 0001 Ouxiang Li Ruirui Li 0002 Shijun Li 0002 Sihang Li 0002 Songwei Li Wenjie Li 0002 Xian Li Xiang Li 0067 Xiangpeng Li Xiaoyuan Li 0001 Xingchen Li Xinglin Li Xinyue Li Yan Li 0068 Yidong Li Yinfeng Li Yong Li 0008 Yongqi Li 0001 Youhua Li Yunyao Li 0001 Zechao Li Zhe Li 0070 Zhemin Li Zhongcheng Li Jianxun Lian Tao Liang Xianfeng Liang Jiayi Liao Lizi Liao Yong Liao Guli Lin Hui Lin Min Lin Xinyu Lin 0001 Guohui Ling Anan LiuAn-An Liu Bang Liu 0003 Daqing Liu Dayiheng Liu Haifeng Liu Han Liu Haochen Liu Haoyan Liu 0001 Haozhe Liu Jinfei Liu Jun Liu 0004 Junlong Liu Kai Liu Kaining Liu Kang Liu 0024 Kuien Liu Meichun Liu Meng Liu 0006 Min Liu 0001 Rui Liu 0019 Tingting Liu Wei Liu 0005 Weiwen Liu Xianglong Liu 0001 Xiangyan Liu Xiaobai Liu Xiaorui Liu Yang Liu 0245 Yaoyao Liu 0001 Ye-Zheng Liu 0001Yezheng Liu 0001 Yiqun Liu 0001 Yong Liu 0020 Zemin Liu Zhenguang Liu Zhiyuan Liu 0001 Zhiyuan Liu 0010 Zhuo Liu Jian-Guang Lou Dongyuan Lu Jinda Lu Huan-Bo LuanHuanbo Luan Cheng Luo 0001 Fangyuan Luo Xin Luo 0006 Yanchen Luo Yancheng Luo Fuyu Lv Lingjuan Lyu Ziyu Lyu Chiyu Ma Gojun Ma Guojun Ma Haokai Ma Jun Ma 0001 Weizhi Ma Yunshan Ma 0002 Sandya Mannarswamy Jiaxin Mao Wenyu Mao Giovanni Da San Martino Tao Mei 0001 Haoming Meng Lei Meng 0001 Zaiqiao Meng Lianhai Miao Yisong Miao Zhaoyan Ming Xiaoyu Mo Tingting Mu Tridib Mukherjee Pradeep K. Murukannaiah Marc Najork Preslav Nakov Stefan Neumann 0003 Jun-Ping Ng Ritchie Ng Chong-Wah Ngo Yongxin Ni Liqiang Nie Mehmet A. Orgun Hang Pan 0006 Xudong Pan Liang Pang 0001 Jian Pei 0001 Jiaying Peng Qinke Peng Wenjun Peng 0001 Jinghua Piao Shiliang Pu Shengsheng Qian Yuchun Qian Chuan Qin 0002 Yingrong Qin Zheng Qin 0001 Zheng Qin 0003 Zhiguang Qin Tianyu Qiu Yang Qiu Zhaofan Qiu Yuhan Quan Andrew Rabinovich Nikhil Rao 0001 Simon Razniewski Chandan K. Reddy Pengjie Ren Tongwei Ren Zhaochun Ren Steffen Rendle Francesco Ricci 0001 Maarten de Rijke Senjuti Basu Roy Bruno Ordozgoiti RubioBruno Ordozgoiti Yong Rui Dimitris Sacharidis Hany SalahEldeenHany M. SalahEldeen Alireza Salemi Markus Schedl Srinivasan H. Sengamedu Jie Shao 0001 Chen Shen 0003 Fei Shen Fumin Shen Guangyao Shen Heng Tao Shen Jialie Shen 0001 Tiancheng Shen Leheng Sheng Quan Z. Sheng Xiang-Rong Sheng Yuan Sheng Chufeng Shi Jie Shi 0005 Jun Shi Tianhao Shi Wei Shi Wentao Shi 0002 Manjira Sinha Chonggang Song Fangzhou Song Jingkuan Song Xuemeng Song Yang Song 0001 Yang Song 0008 Alex Su Hui Su Xi Su Yuting Su 0001 Karthik Subbian Fabian M. Suchanek Kazunari Sugiyama Yongduo Sui Aixin Sun Fei Sun 0001 Jiande Sun 0001 Jianshan Sun Jie Sun 0030 Maosong Sun 0001 Qianru Sun Xingwu Sun Yizhou Sun Zhongchuan Sun Pedro A. Szekely Junfei Tan Yi Tan 0001 Biao Tang 0002 Jie Tang 0001 Jiliang Tang Jinhui Tang 0001 Ruiming Tang Sheng Tang Siliang Tang Wei Tang 0015 Zhulin Tao Feng Tian Qi Tian 0001 Thanassis Tiropanis Riccardo Tommasini 0001 Yulia Tsvetkov Tiberio Uricchio Emanuele Della Valle Thanasis Vergoulis Friedhelm Victor Mingyang Wan Qi Wan Yu Wan 0004 Bohao Wang Can Wang 0001 Changsheng Wang Chengbing Wang Chenxu Wang 0010 Deyu Wang Dingxian Wang Dong Wang 0024 Guoyin Wang Hanrui Wang 0002 Hao Wang 0049 Hongwei Wang Jianwei Wang Kun Wang 0042 Kun Wang 0056 Meng Wang 0001 Mingwen Wang 0001 Nan Wang 0009 Qifan Wang 0001 Ruipeng Wang Shang Wang Shiqi Wang 0018 Shoujin Wang Shuo Wang 0008 Shuyao Wang Tan Wang Wei Wang 0010 Wenjie Wang 0007 Xiang Wang 0010 Xiaoling Wang 0004 Xinyu Wang 0017 Xinyuan Wang Xuan Wang 0008 Xuancong Wang Xue Wang 0010 Yan Wang 0002 Yanfang Wang Yansong Wang Yashen Wang Yejing Wang Yiqi Wang 0001 Yitong Wang Yu Wang 0089 Yuan Wang Yue Wang 0007 Yuting Wang Zhen Wang Zheng Wang 0027 Zhicai Wang Zhiqiang Wang Longhui Wei Tianxin Wei Xiaochi Wei Yinwei Wei Ji-Rong Wen Derek F. Wong Bin Wu 0019 Chuhan Wu Fangzhao Wu Fei Wu 0001 Haozhe Wu Jiancan Wu Jiaxin Wu Jinmeng Wu Jun Wu 0007 Junkang Wu Kunhan Wu Le Wu Lingfei Wu 0001 Peng Wu 0012 Qingyun Wu Qitian Wu Sai Wu Shunxiang Wu Wei Wu 0014 Xindong Wu 0001 Ye Wu Yingxin Wu 0002Ying-Xin Wu 0002 Zike Wu Ziwei Wu Lianghao Xia Tong Xia Xianzhuo Xia Changyi Xiao Guangyi Xiao 0001 Jianfei Xiao Jun Xiao 0001 Minghao Xiao Yanghao Xiao Fenfang Xie Haiyong Xie 0001 Hongtao Xie 0001 Jun Xie Peichu Xie Ruobing Xie Tao Xie Xing Xie 0001 Yuexiang Xie Xin Xin 0003 Chenyan Xiong Hui Xiong 0001 Jian Xiong Li Xiong 0001 Xiqiao Xiong Yilin Xiong Zetong Xiong Canran Xu Changsheng Xu Dejing Xu Fengli Xu Haiyang Xu 0002 Huan Xu 0001 Jia Xu 0005 Jiandong Xu Jun Xu 0001 Kun Xu 0010 Sulong Xu Tong Xu 0001 Wenxin Xu Xia Xu Xin-Shun Xu Yaokun Xu Yiyan Xu Zhenxiang Xu Zhezhao Xu Zhijian Xu Feng Xue 0002 Ziqi Xue Ming Yan Peng Yan Rui Yan Baosong Yang Carl Yang 0001 Chao Yang 0015 Feifang Yang Frank Yang Jiaxi Yang 0004 Keping Yang Min Yang 0002 Min Yang 0007 Ming Yang 0001 Shuo Yang Weiqin Yang 0002 Xun Yang 0001 Yi Yang 0061 Yonghui Yang 0001 Zeyu Yang Zhengyi Yang 0007 Lina Yao 0001 Ting Yao 0003 Hao Ye Jianbai Ye Jieping Ye Wenqin Ye Yangdong Ye Chao Yi Jinfeng Yi Lingling Yi Emine Yilmaz Dawei Yin 0001 Hongzhi Yin Yu Yin 0002 Bowen Yu 0002 Guanghui Yu Jiajie Yu Jiarui Yu Junliang Yu Philip S. Yu Wenhui Yu Xiang Yu Yuanqing Yu Zichun Yu Fajie Yuan Shuai Yuan 0018 Yancheng Yuan Reza Zafarani Hamed Zamani Xiaoyi Zeng Yawen Zeng An Zhang 0003 Dan Zhang Dongmei Zhang 0001 Dongxiang Zhang Fan Zhang 0053 Fuzheng Zhang Gangyi Zhang Guibin Zhang Hanwang Zhang Hao Zhang 0047 Honglei Zhang 0002 Hua Zhang 0003 Huidi Zhang Jianglong Zhang Jinghao Zhang Jinglin Zhang 0003 Jizhi Zhang Kai Zhang 0038 Kun Zhang 0015 Liguang Zhang Luming Zhang Mi Zhang 0001 Min Zhang 0006 Ningyu Zhang 0001 Peng Zhang 0002 Qi Zhang 0071 Shengjia Zhang Shuyi Zhang Tianyu Zhang Wei Zhang 0056 Weinan Zhang 0001 Xinyu Zhang 0017 Xinyu Zhang 0022 Xue Zhang Yang Zhang 0072 Yifan Zhang 0004 Yin Zhang Yongdong Zhang 0001Yong-Dong Zhang 0001 Yongfeng Zhang 0003 Yuan Zhang 0024 Zhi-Li Zhang Zhong Zhang 0004 Bo Zhao Jujia Zhao Kai Zhao Kesen Zhao Wayne Xin Zhao Xiangyu Zhao 0001 Xiaoyan Zhao 0005 Yue Zhao 0016 Yuyang Zhao Yuyue Zhao Zetong Zhao Zhou Zhao 0001 Zihao Zhao 0004 Ao Zheng Chunyuan Zheng 0001 Jianbin Zheng 0001Jianbing Zheng 0001 Kai Zheng 0001 Shanle Zheng Wei-Shi Zheng 0001 Wuqiang Zheng Yu Zheng 0010 Zibin Zheng Han Zhong Aoying Zhou Chong Zhou Jingren Zhou 0001 Jun Zhou 0011 Peilun Zhou Peng Yuan ZhouPengyuan Zhou Sheng Zhou 0004 Xiao-Hua Zhou Xiaofang Zhou 0001 Xiaoxu Zhou Yaqin Zhou Beier Zhu Bin Zhu 0006 Fengbin Zhu Han Zhu 0001 Hongmin Zhu Lei Zhu 0002 Renyu Zhu Shuai Zhu Shunzhi Zhu Xiaofei Zhu Xingyu Zhu Xinyuan Zhu Zhibo Zhu Tao Zhuang Yueting Zhuang Roger Zimmermann