Xiangnan He

2026

doi dblp
Large Language Model Can Interpret Latent Space of Sequential Recommender.
Zhengyi Yang|Jiancan Wu|Yanchen Luo|Jizhi Zhang|Yancheng Yuan|An Zhang|Xiang Wang|Xiangnan He
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 3
doi dblp
Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation.
Jiawei Chen|Surendra Sedhai|Ruijun Chen|Weiqin Yang|Aixin Sun|Chongming Gao|Surendra Sedhai|Jiawei Chen|Aixin Sun|Weiqin Yang|Xiangnan He
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment.
Jianfei Xiao|Zhaochun Ren|Chengbing Wang|Xiang Yu|Ian Soboroff|Kaining Liu|Erli Meng|Xiang Yu|Ian Soboroff|Fan Zhang|Hongxun Ding|Zhaochun Ren|Chengbing Wang|Yang Zhang|Chenliang Li|Wuqiang Zheng|Wenjie Wang|Bin Wang|Xinyu Lin|Aixin Sun|Fuli Feng|Kaining Liu|Erli Meng|Hongxun Ding|Fan Zhang|Yang Zhang|Chenliang Li|Bin Wang|Wenjie Wang|Aixin Sun|Fuli Feng|Xiangnan He
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models.
Tianyu Zhang|Junfeng Fang|Houcheng Jiang|Xingyu Zhu|Xiang Wang|Xiangnan He
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Information Retrieval - 30th China Conference, CCIR 2024, Wuhan, China, October 18-20, 2024, Revised Selected Papers
China Conference on Information Retrieval (CCIR) 2025
doi dblp
Reinforced Prompt Personalization for Recommendation with Large Language Models.
Wenyu Mao|Jiancan Wu|Weijian Chen|Chongming Gao|Xiang Wang|Xiangnan He
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 3
doi dblp
FRAUDLLM: Zero-Shot Fraud Detection with Large Language Models.
Mingyang An|Yuan Gao|Jinghan Li|Xiang Wang|Xiangnan He
Information Retrieval - 31st China Conference, CCIR 2025, Shihezi, China, August 15-17, 2025, Revised Selected Papers
doi dblp
A Content-Driven Micro-Video Recommendation Dataset at Scale.
Yongxin Ni|Yu Cheng|Xiangyan Liu|Junchen Fu|Youhua Li|Xiangnan He|Yongfeng Zhang|Fajie Yuan
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance.
Yuyang Zhao|Wentao Shi|Fuli Feng|Xiangnan He
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Agentic Feedback Loop Modeling Improves Recommendation and User Simulation.
Shihao Cai|Jizhi Zhang|Keqin Bao|Chongming Gao|Qifan Wang|Fuli Feng|Xiangnan He
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Process-Supervised LLM Recommenders via Flow-guided Tuning.
Chongming Gao|Mengyao Gao|Chenxiao Fan|Shuai Yuan|Wentao Shi|Xiangnan He
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Multi-Grained Patch Training for Efficient LLM-based Recommendation.
Jiayi Liao|Ruobing Xie|Sihang Li|Xiang Wang|Xingwu Sun|Zhanhui Kang|Xiangnan He
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Addressing Missing Data Issue for Diffusion-based Recommendation.
Wenyu Mao|Zhengyi Yang|Jiancan Wu|Haozhe Liu|Yancheng Yuan|Xiang Wang|Xiangnan He
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
SPRec: Self-Play to Debias LLM-based Recommendation.
Chongming Gao|Ruijun Chen|Shuai Yuan|Kexin Huang|Yuanqing Yu|Xiangnan He
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Personalized Image Generation with Large Multimodal Models.
Yiyan Xu|Wenjie Wang|Yang Zhang|Biao Tang|Peng Yan|Fuli Feng|Xiangnan He
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Explainable and Efficient Editing for Large Language Models.
Tianyu Zhang|Junfeng Fang|Houcheng Jiang|Baolong Bi|Xiang Wang|Xiangnan He
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Generative Recommendation: Towards Personalized Multimodal Content Generation.
Wenjie Wang|Xinyu Lin|Fuli Feng|Xiangnan He|Tat-Seng Chua
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
The 3rd Workshop on Personal Intelligence with Generative AI.
Yang Zhang|Wenjie Wang|Xinyu Lin|Fuli Feng|Hongzhi Yin|Wayne Xin Zhao|Lina Yao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System.
Chongming Gao|Shiqi Wang|Shijun Li|Jiawei Chen|Xiangnan He|Wenqiang Lei|Biao Li|Yuan Zhang|Peng Jiang
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi dblp
Causal Inference in Recommender Systems: A Survey and Future Directions.
Chen Gao|Yu Zheng|Wenjie Wang|Fuli Feng|Xiangnan He|Yong Li
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4
doi dblp
Information Discovery in E-commerce.
Zhaochun Ren|Xiangnan He|Dawei Yin|Maarten de Rijke
Foundations and Trends in Information Retrieval 2024 Volume 18 Issue 4-5
doi dblp
Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems.
Tianhao Shi|Yang Zhang|Zhijian Xu|Chong Chen|Fuli Feng|Xiangnan He|Qi Tian
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
LLaRA: Large Language-Recommendation Assistant.
Jiayi Liao|Sihang Li|Zhengyi Yang|Jiancan Wu|Yancheng Yuan|Xiang Wang|Xiangnan He
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Large Language Models are Learnable Planners for Long-Term Recommendation.
Wentao Shi|Xiangnan He|Yang Zhang|Chongming Gao|Xinyue Li|Jizhi Zhang|Qifan Wang|Fuli Feng
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach.
Tianhao Shi|Yang Zhang|Jizhi Zhang|Fuli Feng|Xiangnan He
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Diffusion Models for Generative Outfit Recommendation.
Yiyan Xu|Wenjie Wang|Fuli Feng|Yunshan Ma|Jizhi Zhang|Xiangnan He
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients.
Haoran Li|Zihao Zhao|Baoyuan Ou|Yi Jing|Fuli Feng|Haoran Li|Zihao Zhao|Jiancan Wu|Yi Jing|Ruilong Su|Baoyuan Ou|Chongming Gao|Xiangnan He|Jiancan Wu|Ruilong Su
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
EXGC: Bridging Efficiency and Explainability in Graph Condensation.
Junfeng Fang|Xinglin Li|Yongduo Sui|Yuan Gao|Guibin Zhang|Kun Wang|Xiang Wang|Xiangnan He
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Item-side Fairness of Large Language Model-based Recommendation System.
Meng Jiang|Keqin Bao|Jizhi Zhang|Wenjie Wang|Zhengyi Yang|Fuli Feng|Xiangnan He
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation.
Wentao Shi|Chenxu Wang|Fuli Feng|Yang Zhang|Wenjie Wang|Junkang Wu|Xiangnan He
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Proactive Recommendation with Iterative Preference Guidance.
Shuxian Bi|Wenjie Wang|Hang Pan|Fuli Feng|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System.
Chen Gao|Fengli Xu|Xu Chen|Xiang Wang|Xiangnan He|Yong Li
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
The 2nd Workshop on Recommendation with Generative Models.
Wenjie Wang|Yang Zhang|Xinyu Lin|Fuli Feng|Weiwen Liu|Yong Liu|Xiangyu Zhao|Wayne Xin Zhao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Large Language Models for Recommendation: Progresses and Future Directions.
Jizhi Zhang|Keqin Bao|Yang Zhang|Wenjie Wang|Fuli Feng|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Time-aware Path Reasoning on Knowledge Graph for Recommendation.
Yuyue Zhao|Xiang Wang|Jiawei Chen|Yashen Wang|Wei Tang|Xiangnan He|Haiyong Xie
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
Addressing Confounding Feature Issue for Causal Recommendation.
Xiangnan He|Yang Zhang|Fuli Feng|Chonggang Song|Lingling Yi|Guohui Ling|Yongdong Zhang
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 3
doi dblp
Bias and Debias in Recommender System: A Survey and Future Directions.
Jiawei Chen|Hande Dong|Xiang Wang|Fuli Feng|Meng Wang|Xiangnan He
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 3
doi dblp
LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization.
Honglei Zhang|Fangyuan Luo|Jun Wu|Xiangnan He|Yidong Li
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
The 1st Workshop on Recommendation with Generative Models.
Wenjie Wang|Yong Liu|Yang Zhang|Weiwen Liu|Fuli Feng|Xiangnan He|Aixin Sun
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation.
Chongming Gao|Kexin Huang|Jiawei Chen|Yuan Zhang|Biao Li|Peng Jiang|Shiqi Wang|Zhong Zhang|Xiangnan He
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Diffusion Recommender Model.
Wenjie Wang|Yiyan Xu|Fuli Feng|Xinyu Lin|Xiangnan He|Tat-Seng Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Causal Recommendation: Progresses and Future Directions.
Wenjie Wang|Yang Zhang|Haoxuan Li|Peng Wu|Fuli Feng|Xiangnan He
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
A Generic Learning Framework for Sequential Recommendation with Distribution Shifts.
Zhengyi Yang|Xiangnan He|Jizhi Zhang|Jiancan Wu|Xin Xin|Jiawei Chen|Xiang Wang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation.
Yang Zhang|Tianhao Shi|Fuli Feng|Wenjie Wang|Dingxian Wang|Xiangnan He|Yongdong Zhang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Unbiased Knowledge Distillation for Recommendation.
Gang Chen|Jiawei Chen|Fuli Feng|Sheng Zhou|Xiangnan He
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Cooperative Explanations of Graph Neural Networks.
Junfeng Fang|Xiang Wang|An Zhang|Zemin Liu|Xiangnan He|Tat-Seng Chua
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Alleviating Structural Distribution Shift in Graph Anomaly Detection.
Yuan Gao|Xiang Wang|Xiangnan He|Zhenguang Liu|Huamin Feng|Yongdong Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Adap-τ : Adaptively Modulating Embedding Magnitude for Recommendation.
Jiawei Chen|Junkang Wu|Jiancan Wu|Xuezhi Cao|Sheng Zhou|Xiangnan He
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum.
Yuan Gao|Xiang Wang|Xiangnan He|Zhenguang Liu|Huamin Feng|Yongdong Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
On the Theories Behind Hard Negative Sampling for Recommendation.
Wentao Shi|Jiawei Chen|Fuli Feng|Jizhi Zhang|Junkang Wu|Chongming Gao|Xiangnan He
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
GIF: A General Graph Unlearning Strategy via Influence Function.
Jiancan Wu|Yi Yang|Yuchun Qian|Yongduo Sui|Xiang Wang|Xiangnan He
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1.
Xiangnan He|Zhaochun Ren|Emine Yilmaz|Marc Najork|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi dblp
Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2.
Xiangnan He|Zhaochun Ren|Emine Yilmaz|Marc Najork|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 3
doi dblp
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.
Chongming Gao|Shijun Li|Wenqiang Lei|Jiawei Chen|Biao Li|Peng Jiang|Xiangnan He|Jiaxin Mao|Tat-Seng Chua
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos.
Chongming Gao|Shijun Li|Yuan Zhang|Jiawei Chen|Biao Li|Wenqiang Lei|Peng Jiang|Xiangnan He
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Self-Supervised Learning for Recommendation.
Chao Huang|Lianghao Xia|Xiang Wang|Xiangnan He|Dawei Yin
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Interpolative Distillation for Unifying Biased and Debiased Recommendation.
Sihao Ding|Fuli Feng|Xiangnan He|Jinqiu Jin|Wenjie Wang|Yong Liao|Yongdong Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Self-Supervised Learning for Recommender System.
Chao Huang|Xiang Wang|Xiangnan He|Dawei Yin
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Graph Neural Networks for Recommender System.
Chen Gao|Xiang Wang|Xiangnan He|Yong Li
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search.
Dian Cheng|Jiawei Chen|Wenjun Peng|Wenqin Ye|Fuyu Lv|Tao Zhuang|Xiaoyi Zeng|Xiangnan He
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Cross Pairwise Ranking for Unbiased Item Recommendation.
Qi Wan|Xiangnan He|Xiang Wang|Jiancan Wu|Wei Guo|Ruiming Tang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Causal Representation Learning for Out-of-Distribution Recommendation.
Wenjie Wang|Xinyu Lin|Fuli Feng|Xiangnan He|Min Lin|Tat-Seng Chua
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Learning Robust Recommenders through Cross-Model Agreement.
Yu Wang|Xin Xin|Zaiqiao Meng|Joemon M. Jose|Fuli Feng|Xiangnan He
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Accepted Tutorials at The Web Conference 2022.
Riccardo Tommasini|Senjuti Basu Roy|Xuan Wang|Hongwei Wang|Heng Ji|Jiawei Han|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|Haochen Liu|Yiqi Wang|Wenqi Fan|Xiaorui Liu|Jamell Dacon|Lingjuan Lyu|Jiliang Tang|Aristides Gionis|Stefan Neumann|Bruno Ordozgoiti|Simon Razniewski|Hiba Arnaout|Shrestha Ghosh|Fabian M. Suchanek|Lingfei Wu|Yu Chen|Yunyao Li|Bang Liu|Filip Ilievski|Daniel Garijo|Hans Chalupsky|Pedro A. Szekely|Ilias Kanellos|Dimitris Sacharidis|Thanasis Vergoulis|Nurendra Choudhary|Nikhil Rao|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|Xiangyu Zhao|Bo Chen|Huifeng Guo|Yejing Wang|Ruiming Tang|Yang Zhang|Wenjie Wang|Peng Wu|Fuli Feng|Xiangnan He
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2021

doi dblp
CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation.
Jiawei Chen|Chengquan Jiang|Can Wang|Sheng Zhou|Yan Feng|Chun Chen|Martin Ester|Xiangnan He
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 3
doi dblp
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users.
Shijun Li|Wenqiang Lei|Qingyun Wu|Xiangnan He|Peng Jiang|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 4
doi dblp
A Deep Learning Framework for Self-evolving Hierarchical Community Detection.
Daizong Ding|Mi Zhang|Hanrui Wang|Xudong Pan|Min Yang|Xiangnan He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network.
Junkang Wu|Wentao Shi|Xuezhi Cao|Jiawei Chen|Wenqiang Lei|Fuzheng Zhang|Wei Wu|Xiangnan He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
AutoDebias: Learning to Debias for Recommendation.
Jiawei Chen|Hande Dong|Yang Qiu|Xiangnan He|Xin Xin|Liang Chen|Guli Lin|Keping Yang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method.
Fuli Feng|Weiran Huang|Xiangnan He|Xin Xin|Qifan Wang|Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue.
Wenjie Wang|Fuli Feng|Xiangnan He|Hanwang Zhang|Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Self-supervised Graph Learning for Recommendation.
Jiancan Wu|Xiang Wang|Fuli Feng|Xiangnan He|Liang Chen|Jianxun Lian|Xing Xie
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Causal Intervention for Leveraging Popularity Bias in Recommendation.
Pararth Shah|Yang Zhang|Fuli Feng|Sunny Raj Rathod|Xiangnan He|Pararth Shah|Yang Zhang|Tianxin Wei|Sunny Raj Rathod|Ganesh Ramakrishnan|Fuli Feng|Chonggang Song|Tianxin Wei|Ganesh Ramakrishnan|Guohui Ling|Yongdong Zhang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Denoising Implicit Feedback for Recommendation.
Wenjie Wang|Fuli Feng|Xiangnan He|Liqiang Nie|Tat-Seng Chua
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi dblp
On the Equivalence of Decoupled Graph Convolution Network and Label Propagation.
Hande Dong|Jiawei Chen|Fuli Feng|Xiangnan He|Shuxian Bi|Zhaolin Ding|Peng Cui
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Learning Intents behind Interactions with Knowledge Graph for Recommendation.
Xiang Wang|Tinglin Huang|Dingxian Wang|Yancheng Yuan|Zhenguang Liu|Xiangnan He|Tat-Seng Chua
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Disentangling User Interest and Conformity for Recommendation with Causal Embedding.
Yu Zheng|Chen Gao|Xiang Li|Xiangnan He|Yong Li|Depeng Jin
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Improving Implicit Recommender Systems with Auxiliary Data.
Jingtao Ding|Guanghui Yu|Yong Li|Xiangnan He|Depeng Jin
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 1
doi dblp
Report on the international workshop on natural language processing for recommendations (NLP4REC 2020) workshop held at WSDM 2020.
Xiao Huang|Pengjie Ren|Zhaochun Ren|Fei Sun|Xiangnan He|Dawei Yin|Maarten de Rijke
SIGIR Forum 2020 Volume 54 Issue 1
doi dblp
Deep Learning for Matching in Search and Recommendation.
Jun Xu|Xiangnan He|Hang Li
Foundations and Trends in Information Retrieval 2020 Volume 14 Issue 2-3
doi dblp
MGAT: Multimodal Graph Attention Network for Recommendation.
Zhulin Tao|Yinwei Wei|Xiang Wang|Xiangnan He|Xianglin Huang|Tat-Seng Chua
Information Processing and Management 2020 Volume 57 Issue 5
doi dblp
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction.
Zhulin Tao|Xiang Wang|Xiangnan He|Xianglin Huang|Tat-Seng Chua
Information Processing and Management 2020 Volume 57 Issue 6
doi dblp
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation.
Xiangnan He|Kuan Deng|Xiang Wang|Yan Li|Yong-Dong Zhang|Meng Wang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Bundle Recommendation with Graph Convolutional Networks.
Jianxin Chang|Chen Gao|Xiangnan He|Depeng Jin|Dong Liang|Dong Liang|Depeng Jin|Yong Li
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
FinIR 2020: The First Workshop on Information Retrieval in Finance.
Fuli Feng|Cheng Luo|Xiangnan He|Yiqun Liu|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Modeling Personalized Item Frequency Information for Next-basket Recommendation.
Haoji Hu|Xiangnan He|Jinyang Gao|Zhi-Li Zhang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Multi-behavior Recommendation with Graph Convolutional Networks.
Bowen Jin|Chen Gao|Xiangnan He|Depeng Jin|Yong Li
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Conversational Recommendation: Formulation, Methods, and Evaluation.
Wenqiang Lei|Xiangnan He|Maarten de Rijke|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines.
Yang Liu|Xianzhuo Xia|Liang Chen|Xiangnan He|Carl Yang|Zibin Zheng
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation.
Xingchen Li|Xiang Wang|Xiangnan He|Long Chen|Jun Xiao|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Disentangled Graph Collaborative Filtering.
Xiang Wang|Hongye Jin|An Zhang|Xiangnan He|Tong Xu|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation.
Fajie Yuan|Xiangnan He|Alexandros Karatzoglou|Liguang Zhang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
How to Retrain Recommender System?: A Sequential Meta-Learning Method.
Zihan Xing|Yang Zhang|Song Wu|Fuli Feng|Zihan Xing|Yang Zhang|Chenxu Wang|Hai Jin|Fuli Feng|Song Wu|Xiaoyu Xia|Xiangnan He|Chenxu Wang|Hai Jin|Meng Wang|Yan Li|Xiaoyu Xia|Xiangnan He|Yongdong Zhang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems.
Wenqiang Lei|Xiangnan He|Yisong Miao|Qingyun Wu|Richang Hong|Min-Yen Kan|Tat-Seng Chua
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi dblp
NLP4REC: The WSDM 2020 Workshop on Natural Language Processing for Recommendations.
Pengjie Ren|Zhaochun Ren|Fei Sun|Xiangnan He|Dawei Yin|Maarten de Rijke
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi dblp
Learning and Reasoning on Graph for Recommendation.
Xiang Wang|Xiangnan He|Tat-Seng Chua
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi dblp
Reinforced Negative Sampling over Knowledge Graph for Recommendation.
Xiang Wang|Yaokun Xu|Xiangnan He|Yixin Cao|Meng Wang|Tat-Seng Chua
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation.
Fajie Yuan|Xiangnan He|Haochuan Jiang|Guibing Guo|Jian Xiong|Zhezhao Xu|Yilin Xiong
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Temporal Relational Ranking for Stock Prediction.
Fuli Feng|Xiangnan He|Xiang Wang|Cheng Luo|Yiqun Liu|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 2
doi dblp
Attentive Aspect Modeling for Review-Aware Recommendation.
Xinyu Guan|Zhiyong Cheng|Xiangnan He|Yongfeng Zhang|Zhibo Zhu|Qinke Peng|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 3
doi dblp
Deep Item-based Collaborative Filtering for Top-N Recommendation.
Feng Xue|Xiangnan He|Xiang Wang|Jiandong Xu|Kai Liu|Richang Hong
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 3
doi dblp
Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering.
Xiaoyu Du|Xiangnan He|Fajie Yuan|Jinhui Tang|Zhiguang Qin|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 4
doi dblp
Learning and Reasoning on Graph for Recommendation.
Xiang Wang|Xiangnan He|Tat-Seng Chua
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Neural Graph Collaborative Filtering.
Xiang Wang|Xiangnan He|Meng Wang|Fuli Feng|Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Relational Collaborative Filtering: Modeling Multiple Item Relations for Recommendation.
Xin Xin|Xiangnan He|Yongfeng Zhang|Yongdong Zhang|Joemon M. Jose
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Interpretable Fashion Matching with Rich Attributes.
Xun Yang|Xiangnan He|Xiang Wang|Yunshan Ma|Fuli Feng|Meng Wang|Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Deep Learning for Matching in Search and Recommendation.
Jun Xu|Xiangnan He|Hang Li
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
doi dblp
A Simple Convolutional Generative Network for Next Item Recommendation.
Fajie Yuan|Alexandros Karatzoglou|Ioannis Arapakis|Joemon M. Jose|Xiangnan He
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
doi dblp
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences.
Yixin Cao|Xiang Wang|Xiangnan He|Zikun Hu|Tat-Seng Chua
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Cross-domain Recommendation Without Sharing User-relevant Data.
Chen Gao|Xiangning Chen|Fuli Feng|Kai Zhao|Xiangnan He|Yong Li|Depeng Jin
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Recommendation Technologies for Multimedia Content.
Xiangnan He|Hanwang Zhang|Tat-Seng Chua
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018
doi dblp
BiNE: Bipartite Network Embedding.
Ming Gao|Leihui Chen|Xiangnan He|Aoying Zhou
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Adversarial Personalized Ranking for Recommendation.
Xiangnan He|Zhankui He|Xiaoyu Du|Tat-Seng Chua
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Attentive Group Recommendation.
Da Cao|Xiangnan He|Lianhai Miao|Yahui An|Chao Yang|Richang Hong
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Attentive Moment Retrieval in Videos.
Meng Liu|Xiang Wang|Liqiang Nie|Xiangnan He|Baoquan Chen|Tat-Seng Chua
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Fast Scalable Supervised Hashing.
Xin Luo|Liqiang Nie|Xiangnan He|Ye Wu|Zhen-Duo Chen|Xin-Shun Xu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Information Discovery in E-commerce: Half-day SIGIR 2018 Tutorial.
Zhaochun Ren|Xiangnan He|Dawei Yin|Maarten de Rijke
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
A Personal Privacy Preserving Framework: I Let You Know Who Can See What.
Xuemeng Song|Xiang Wang|Liqiang Nie|Xiangnan He|Zhumin Chen|Wei Liu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Deep Learning for Matching in Search and Recommendation.
Jun Xu|Xiangnan He|Hang Li
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Learning on Partial-Order Hypergraphs.
Fuli Feng|Xiangnan He|Yiqun Liu|Liqiang Nie|Tat-Seng Chua
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018
doi dblp
TEM: Tree-enhanced Embedding Model for Explainable Recommendation.
Xiang Wang|Xiangnan He|Fuli Feng|Liqiang Nie|Tat-Seng Chua
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018
doi dblp
Aesthetic-based Clothing Recommendation.
Wenhui Yu|Huidi Zhang|Xiangnan He|Xu Chen|Li Xiong|Zheng Qin
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018
doi dblp
An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data.
Jingtao Ding|Fuli Feng|Xiangnan He|Guanghui Yu|Yong Li|Depeng Jin
Companion Proceedings of the The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

doi dblp
Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts.
Da Cao|Xiangnan He|Liqiang Nie|Xiaochi Wei|Xia Hu|Shunxiang Wu|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4
doi dblp
SMASC 2017: First International Workshop on Social Media Analytics for Smart Cities.
Manjira Sinha|Xiangnan He|Alessandro Bozzon|Sandya Mannarswamy|Pradeep K. Murukannaiah|Tridib Mukherjee
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
Neural Factorization Machines for Sparse Predictive Analytics.
Xiangnan He|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Embedding Factorization Models for Jointly Recommending Items and User Generated Lists.
Da Cao|Liqiang Nie|Xiangnan He|Xiaochi Wei|Shunzhi Zhu|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention.
Jingyuan Chen|Hanwang Zhang|Xiangnan He|Liqiang Nie|Wei Liu|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Item Silk Road: Recommending Items from Information Domains to Social Users.
Xiang Wang|Xiangnan He|Liqiang Nie|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
A Generic Coordinate Descent Framework for Learning from Implicit Feedback.
Immanuel Bayer|Xiangnan He|Bhargav Kanagal|Steffen Rendle
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017
doi dblp
Neural Collaborative Filtering.
Xiangnan He|Lizi Liao|Hanwang Zhang|Liqiang Nie|Xia Hu|Tat-Seng Chua
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

doi dblp
Fast Matrix Factorization for Online Recommendation with Implicit Feedback.
Xiangnan He|Hanwang Zhang|Min-Yen Kan|Tat-Seng Chua
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016
doi dblp
Discrete Collaborative Filtering.
Hanwang Zhang|Fumin Shen|Wei Liu|Xiangnan He|Huanbo Luan|Tat-Seng Chua
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2015

doi dblp
TriRank: Review-aware Explainable Recommendation by Modeling Aspects.
Xiangnan He|Tao Chen|Min-Yen Kan|Xiao Chen
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

doi dblp
Predicting the popularity of web 2.0 items based on user comments.
Xiangnan He|Ming Gao|Min-Yen Kan|Yiqun Liu|Kazunari Sugiyama
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
doi dblp
Comment-based multi-view clustering of web 2.0 items.
Xiangnan He|Min-Yen Kan|Peichu Xie|Xiao Chen
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014