PPaperPicks

Xiangnan He

University of Science and Technology of China, School of Information Science and Technology, Hefei, China

52 papers at tracked venues · 48 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8472-7992 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×13SIGIR ×11ACL ×6ICLR ×5ICML ×5NeurIPS ×4CIKM ×3AAAI ×2CVPR ×2EMNLP ×1

Frequent coauthors

Fuli Feng
×24
Xiang Wang
×22
Wenjie Wang
×13
Yang Zhang
×11
Jiancan Wu
×10
Junfeng Fang
×7
Jizhi Zhang
×7
Junkang Wu
×7
Wentao Shi
×6
Chongming Gao
×6
Zhengyi Yang
×6
Keqin Bao
×5

Papers

  1. AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation
    ACL 2026 ·
    Wentao Shi
    ,
    Yu Wang
    ,
    Yuyang Zhao
    ,
    Yuxin Chen
    ,
    Fuli Feng
    ,
    Xueyuan Hao
    ,
    Xi Su
    ,
    Qi Gu
    ,
    Hui Su
    ,
    Xunliang Cai
    , Xiangnan He
  2. AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
    SIGIR 2026 ·
    Jianfei Xiao
    ,
    Xiang Yu
    ,
    Chengbing Wang
    ,
    Wuqiang Zheng
    ,
    Xinyu Lin
    ,
    Kaining Liu
    ,
    Hongxun Ding
    ,
    Yang Zhang
    ,
    Wenjie Wang
    ,
    Fuli Feng
    , Xiangnan He
  3. Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation
    SIGIR 2026 ·
    Ruijun Chen
    ,
    Chongming Gao
    ,
    Jiawei Chen
    ,
    Weiqin Yang
    , Xiangnan He
  4. Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search
    ACL 2026 ·
    Wentao Shi
    ,
    Zichun Yu
    ,
    Fuli Feng
    , Xiangnan He,
    Chenyan Xiong
  5. LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models
    WWW 2026 ·
    Tianyu Zhang
    ,
    Junfeng Fang
    ,
    Houcheng Jiang
    ,
    Xingyu Zhu
    ,
    Xiang Wang
    , Xiangnan He
  6. Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation
    ACL 2026 ·
    Xingyu Zhu
    ,
    Junfeng Fang
    ,
    Shuo Wang
    ,
    Beier Zhu
    ,
    Zhicai Wang
    ,
    Yonghui Yang
    , Xiangnan He
  7. A Content-Driven Micro-Video Recommendation Dataset at Scale
    CIKM 2025 ·
    Yongxin Ni
    ,
    Yu Cheng
    ,
    Xiangyan Liu
    ,
    Junchen Fu
    ,
    Youhua Li
    , Xiangnan He,
    Yongfeng Zhang
    ,
    Fajie Yuan
  8. Addressing Missing Data Issue for Diffusion-based Recommendation
    SIGIR 2025 ·
    Wenyu Mao
    ,
    Zhengyi Yang
    ,
    Jiancan Wu
    ,
    Haozhe Liu
    ,
    Yancheng Yuan
    ,
    Xiang Wang
    , Xiangnan He
  9. Agentic Feedback Loop Modeling Improves Recommendation and User Simulation
    SIGIR 2025 ·
    Shihao Cai
    ,
    Jizhi Zhang
    ,
    Keqin Bao
    ,
    Chongming Gao
    ,
    Qifan Wang
    ,
    Fuli Feng
    , Xiangnan He
  10. AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
    ICML 2025 ·
    Junkang Wu
    ,
    Xue Wang
    ,
    Zhengyi Yang
    ,
    Jiancan Wu
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Xiang Wang
    , Xiangnan He
  11. AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
    ICLR 2025 ·
    Junfeng Fang
    ,
    Houcheng Jiang
    ,
    Kun Wang
    ,
    Yunshan Ma
    ,
    Jie Shi
    ,
    Xiang Wang
    , Xiangnan He,
    Tat-Seng Chua
  12. AnyEdit: Edit Any Knowledge Encoded in Language Models
    ICML 2025 ·
    Houcheng Jiang
    ,
    Junfeng Fang
    ,
    Ningyu Zhang
    ,
    Mingyang Wan
    ,
    Guojun Ma
    ,
    Xiang Wang
    , Xiangnan He,
    Tat-Seng Chua
  13. AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance
    CIKM 2025 ·
    Yuyang Zhao
    ,
    Wentao Shi
    ,
    Fuli Feng
    , Xiangnan He
  14. Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation
    ACL 2025 ·
    Keqin Bao
    ,
    Ming Yan
    ,
    Yang Zhang
    ,
    Jizhi Zhang
    ,
    Wenjie Wang
    ,
    Fuli Feng
    , Xiangnan He
  15. DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
    ICML 2025 ·
    Jinda Lu
    ,
    Junkang Wu
    ,
    Jinghan Li
    ,
    Xiaojun Jia
    ,
    Shuo Wang
    ,
    Yifan Zhang
    ,
    Junfeng Fang
    ,
    Xiang Wang
    , Xiangnan He
  16. Explainable and Efficient Editing for Large Language Models
    WWW 2025 ·
    Tianyu Zhang
    ,
    Junfeng Fang
    ,
    Houcheng Jiang
    ,
    Baolong Bi
    ,
    Xiang Wang
    , Xiangnan He
  17. Generative Recommendation: Towards Personalized Multimodal Content Generation
    WWW 2025 ·
    Wenjie Wang
    ,
    Xinyu Lin
    ,
    Fuli Feng
    , Xiangnan He,
    Tat-Seng Chua
  18. Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
    ICML 2025 ·
    Kexin Huang
    ,
    Junkang Wu
    ,
    Ziqian Chen
    ,
    Xue Wang
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Jiancan Wu
    , Xiangnan He,
    Xiang Wang
  19. Less is More: Improving LLM Alignment via Preference Data Selection
    NeurIPS 2025 ·
    Xun Deng
    ,
    Han Zhong
    ,
    Rui Ai
    ,
    Fuli Feng
    ,
    Zheng Wang
    , Xiangnan He
  20. Multi-Grained Patch Training for Efficient LLM-based Recommendation
    SIGIR 2025 ·
    Jiayi Liao
    ,
    Ruobing Xie
    ,
    Sihang Li
    ,
    Xiang Wang
    ,
    Xingwu Sun
    ,
    Zhanhui Kang
    , Xiangnan He
  21. Personalized Generation In Large Model Era: A Survey
    ACL 2025 ·
    Yiyan Xu
    ,
    Jinghao Zhang
    ,
    Alireza Salemi
    ,
    Xinting Hu
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Hamed Zamani
    , Xiangnan He,
    Tat-Seng Chua
  22. Personalized Image Generation with Large Multimodal Models
    WWW 2025 ·
    Yiyan Xu
    ,
    Wenjie Wang
    ,
    Yang Zhang
    ,
    Biao Tang
    ,
    Peng Yan
    ,
    Fuli Feng
    , Xiangnan He
  23. Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters
    CVPR 2025 ·
    Yuan Wang
    ,
    Ouxiang Li
    ,
    Tingting Mu
    ,
    Yanbin Hao
    ,
    Kuien Liu
    ,
    Xiang Wang
    , Xiangnan He
  24. Process-Supervised LLM Recommenders via Flow-guided Tuning
    SIGIR 2025 ·
    Chongming Gao
    ,
    Mengyao Gao
    ,
    Chenxiao Fan
    ,
    Shuai Yuan
    ,
    Wentao Shi
    , Xiangnan He
  25. RePO: Understanding Preference Learning Through ReLU-Based Optimization
    NeurIPS 2025 ·
    Junkang Wu
    ,
    Kexin Huang
    ,
    Xue Wang
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Jiancan Wu
    , Xiangnan He,
    Xiang Wang
  26. Route Sparse Autoencoder to Interpret Large Language Models
    EMNLP 2025 ·
    Wei Shi
    ,
    Sihang Li
    ,
    Tao Liang
    ,
    Mingyang Wan
    ,
    Guojun Ma
    ,
    Xiang Wang
    , Xiangnan He
  27. SPRec: Self-Play to Debias LLM-based Recommendation
    WWW 2025 ·
    Chongming Gao
    ,
    Ruijun Chen
    ,
    Shuai Yuan
    ,
    Kexin Huang
    ,
    Yuanqing Yu
    , Xiangnan He
  28. The 3rd Workshop on Personal Intelligence with Generative AI
    WWW 2025 ·
    Yang Zhang
    ,
    Wenjie Wang
    ,
    Xinyu Lin
    ,
    Fuli Feng
    ,
    Hongzhi Yin
    ,
    Wayne Xin Zhao
    ,
    Lina Yao
    ,
    Yang Song
    , Xiangnan He
  29. Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
    ICLR 2025 ·
    Junkang Wu
    ,
    Yuexiang Xie
    ,
    Zhengyi Yang
    ,
    Jiancan Wu
    ,
    Jiawei Chen
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Xiang Wang
    , Xiangnan He
  30. Unified Parameter-Efficient Unlearning for LLMs
    ICLR 2025 ·
    Chenlu Ding
    ,
    Jiancan Wu
    ,
    Yancheng Yuan
    ,
    Jinda Lu
    ,
    Kai Zhang
    ,
    Alex Su
    ,
    Xiang Wang
    , Xiangnan He
  31. A3S: A General Active Clustering Method with Pairwise Constraints
    ICML 2024 ·
    Xun Deng
    ,
    Junlong Liu
    ,
    Han Zhong
    ,
    Fuli Feng
    ,
    Chen Shen
    , Xiangnan He,
    Jieping Ye
    ,
    Zheng Wang
  32. Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
    ICLR 2024 ·
    Haoxuan Li
    ,
    Chunyuan Zheng
    ,
    Sihao Ding
    ,
    Peng Wu
    ,
    Zhi Geng
    ,
    Fuli Feng
    , Xiangnan He
  33. Boosting Few-Shot Learning via Attentive Feature Regularization
    AAAI 2024 ·
    Xingyu Zhu
    ,
    Shuo Wang
    ,
    Jinda Lu
    ,
    Yanbin Hao
    ,
    Haifeng Liu
    , Xiangnan He
  34. Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
    NeurIPS 2024 ·
    Xiaoyu Kong
    ,
    Jiancan Wu
    ,
    An Zhang
    ,
    Leheng Sheng
    ,
    Hui Lin
    ,
    Xiang Wang
    , Xiangnan He
  35. Diffusion Models for Generative Outfit Recommendation
    SIGIR 2024 ·
    Yiyan Xu
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Yunshan Ma
    ,
    Jizhi Zhang
    , Xiangnan He
  36. EXGC: Bridging Efficiency and Explainability in Graph Condensation
    WWW 2024 ·
    Junfeng Fang
    ,
    Xinglin Li
    ,
    Yongduo Sui
    ,
    Yuan Gao
    ,
    Guibin Zhang
    ,
    Kun Wang
    ,
    Xiang Wang
    , Xiangnan He
  37. Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model
    CVPR 2024 ·
    Zhicai Wang
    ,
    Longhui Wei
    ,
    Tan Wang
    ,
    Heyu Chen
    ,
    Yanbin Hao
    ,
    Xiang Wang
    , Xiangnan He,
    Qi Tian
  38. Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach
    SIGIR 2024 ·
    Tianhao Shi
    ,
    Yang Zhang
    ,
    Jizhi Zhang
    ,
    Fuli Feng
    , Xiangnan He
  39. Item-side Fairness of Large Language Model-based Recommendation System
    WWW 2024 ·
    Meng Jiang
    ,
    Keqin Bao
    ,
    Jizhi Zhang
    ,
    Wenjie Wang
    ,
    Zhengyi Yang
    ,
    Fuli Feng
    , Xiangnan He
  40. LLaRA: Large Language-Recommendation Assistant
    SIGIR 2024 ·
    Jiayi Liao
    ,
    Sihang Li
    ,
    Zhengyi Yang
    ,
    Jiancan Wu
    ,
    Yancheng Yuan
    ,
    Xiang Wang
    , Xiangnan He
  41. Large Language Models are Learnable Planners for Long-Term Recommendation
    SIGIR 2024 ·
    Wentao Shi
    , Xiangnan He,
    Yang Zhang
    ,
    Chongming Gao
    ,
    Xinyue Li
    ,
    Jizhi Zhang
    ,
    Qifan Wang
    ,
    Fuli Feng
  42. Large Language Models for Recommendation: Progresses and Future Directions
    WWW 2024 ·
    Jizhi Zhang
    ,
    Keqin Bao
    ,
    Yang Zhang
    ,
    Wenjie Wang
    ,
    Fuli Feng
    , Xiangnan He
  43. Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients
    SIGIR 2024 ·
    Zihao Zhao
    ,
    Yi Jing
    ,
    Fuli Feng
    ,
    Jiancan Wu
    ,
    Chongming Gao
    , Xiangnan He
  44. Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation
    WWW 2024 ·
    Wentao Shi
    ,
    Chenxu Wang
    ,
    Fuli Feng
    ,
    Yang Zhang
    ,
    Wenjie Wang
    ,
    Junkang Wu
    , Xiangnan He
  45. Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems
    CIKM 2024 ·
    Tianhao Shi
    ,
    Yang Zhang
    ,
    Zhijian Xu
    ,
    Chong Chen
    ,
    Fuli Feng
    , Xiangnan He,
    Qi Tian
  46. Proactive Recommendation with Iterative Preference Guidance
    WWW 2024 ·
    Shuxian Bi
    ,
    Wenjie Wang
    ,
    Hang Pan
    ,
    Fuli Feng
    , Xiangnan He
  47. Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System
    WWW 2024 ·
    Chen Gao
    ,
    Fengli Xu
    ,
    Xu Chen
    ,
    Xiang Wang
    , Xiangnan He,
    Yong Li
  48. Text-like Encoding of Collaborative Information in Large Language Models for Recommendation
    ACL 2024 ·
    Yang Zhang
    ,
    Keqin Bao
    ,
    Ming Yan
    ,
    Wenjie Wang
    ,
    Fuli Feng
    , Xiangnan He
  49. Text-to-Image Generation for Abstract Concepts
    AAAI 2024 ·
    Jiayi Liao
    ,
    Xu Chen
    ,
    Qiang Fu
    ,
    Lun Du
    , Xiangnan He,
    Xiang Wang
    ,
    Shi Han
    ,
    Dongmei Zhang
  50. The 2nd Workshop on Recommendation with Generative Models
    WWW 2024 ·
    Wenjie Wang
    ,
    Yang Zhang
    ,
    Xinyu Lin
    ,
    Fuli Feng
    ,
    Weiwen Liu
    ,
    Yong Liu
    ,
    Xiangyu Zhao
    ,
    Wayne Xin Zhao
    ,
    Yang Song
    , Xiangnan He
  51. Towards 3D Molecule-Text Interpretation in Language Models
    ICLR 2024 ·
    Sihang Li
    ,
    Zhiyuan Liu
    ,
    Yanchen Luo
    ,
    Xiang Wang
    , Xiangnan He,
    Kenji Kawaguchi
    ,
    Tat-Seng Chua
    ,
    Qi Tian
  52. β-DPO: Direct Preference Optimization with Dynamic β
    NeurIPS 2024 ·
    Junkang Wu
    ,
    Yuexiang Xie
    ,
    Zhengyi Yang
    ,
    Jiancan Wu
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Xiang Wang
    , Xiangnan He