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

Wentao Shi
DBLP profile ↗ORCID search ↗
×4
Junkang Wu
DBLP profile ↗ORCID search ↗
×4
Jiayi Liao
DBLP profile ↗ORCID search ↗
×3
Yiyan Xu
DBLP profile ↗ORCID search ↗
×3
Tianyu Zhang
DBLP profile ↗ORCID search ↗
×2
Xingyu Zhu
DBLP profile ↗ORCID search ↗
×2
Junfeng Fang
DBLP profile ↗ORCID search ↗
×2
Wenjie Wang
DBLP profile ↗ORCID search ↗
×2
Xun Deng
DBLP profile ↗ORCID search ↗
×2
Chongming Gao
DBLP profile ↗ORCID search ↗
×2
Yang Zhang
DBLP profile ↗ORCID search ↗
×2
Tianhao Shi
DBLP profile ↗ORCID search ↗
×2

Papers

  1. AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation
    ACL 2026 ·
    Wentao Shi
    DBLP profile ↗ORCID search ↗
  2. AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
    SIGIR 2026 ·
    Jianfei Xiao
    DBLP profile ↗ORCID search ↗
  3. Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation
    SIGIR 2026 ·
    Ruijun Chen
    DBLP profile ↗ORCID search ↗
  4. Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search
    ACL 2026 ·
    Wentao Shi
    DBLP profile ↗ORCID search ↗
  5. LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models
    WWW 2026 ·
    Tianyu Zhang
    DBLP profile ↗ORCID search ↗
  6. Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation
    ACL 2026 ·
    Xingyu Zhu
    DBLP profile ↗ORCID search ↗
  7. A Content-Driven Micro-Video Recommendation Dataset at Scale
    CIKM 2025 ·
    Yongxin Ni
    DBLP profile ↗ORCID search ↗
  8. Addressing Missing Data Issue for Diffusion-based Recommendation
    SIGIR 2025 ·
    Wenyu Mao
    DBLP profile ↗ORCID search ↗
  9. Agentic Feedback Loop Modeling Improves Recommendation and User Simulation
    SIGIR 2025 ·
    Shihao Cai
    DBLP profile ↗ORCID search ↗
  10. AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
    ICML 2025 ·
    Junkang Wu
    DBLP profile ↗ORCID search ↗
  11. AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
    ICLR 2025 ·
    Junfeng Fang
    DBLP profile ↗ORCID search ↗
  12. AnyEdit: Edit Any Knowledge Encoded in Language Models
    ICML 2025 ·
    Houcheng Jiang
    DBLP profile ↗ORCID search ↗
  13. AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance
    CIKM 2025 ·
    Yuyang Zhao
    DBLP profile ↗ORCID search ↗
  14. Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation
    ACL 2025 ·
    Keqin Bao
    DBLP profile ↗ORCID search ↗
  15. DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
    ICML 2025 ·
    Jinda Lu
    DBLP profile ↗ORCID search ↗
  16. Explainable and Efficient Editing for Large Language Models
    WWW 2025 ·
    Tianyu Zhang
    DBLP profile ↗ORCID search ↗
  17. Generative Recommendation: Towards Personalized Multimodal Content Generation
    WWW 2025 ·
    Wenjie Wang
    DBLP profile ↗ORCID search ↗
  18. Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
    ICML 2025 ·
    Kexin Huang
    DBLP profile ↗ORCID search ↗
  19. Less is More: Improving LLM Alignment via Preference Data Selection
    NeurIPS 2025 ·
    Xun Deng
    DBLP profile ↗ORCID search ↗
  20. Multi-Grained Patch Training for Efficient LLM-based Recommendation
    SIGIR 2025 ·
    Jiayi Liao
    DBLP profile ↗ORCID search ↗
  21. Personalized Generation In Large Model Era: A Survey
    ACL 2025 ·
    Yiyan Xu
    DBLP profile ↗ORCID search ↗
  22. Personalized Image Generation with Large Multimodal Models
    WWW 2025 ·
    Yiyan Xu
    DBLP profile ↗ORCID search ↗
  23. Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters
    CVPR 2025 ·
    Yuan Wang
    DBLP profile ↗ORCID search ↗
  24. Process-Supervised LLM Recommenders via Flow-guided Tuning
    SIGIR 2025 ·
    Chongming Gao
    DBLP profile ↗ORCID search ↗
  25. RePO: Understanding Preference Learning Through ReLU-Based Optimization
    NeurIPS 2025 ·
    Junkang Wu
    DBLP profile ↗ORCID search ↗
  26. Route Sparse Autoencoder to Interpret Large Language Models
    EMNLP 2025 ·
    Wei Shi
    DBLP profile ↗ORCID search ↗
  27. SPRec: Self-Play to Debias LLM-based Recommendation
    WWW 2025 ·
    Chongming Gao
    DBLP profile ↗ORCID search ↗
  28. The 3rd Workshop on Personal Intelligence with Generative AI
    WWW 2025 ·
    Yang Zhang
    DBLP profile ↗ORCID search ↗
  29. Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
    ICLR 2025 ·
    Junkang Wu
    DBLP profile ↗ORCID search ↗
  30. Unified Parameter-Efficient Unlearning for LLMs
    ICLR 2025 ·
    Chenlu Ding
    DBLP profile ↗ORCID search ↗
  31. A3S: A General Active Clustering Method with Pairwise Constraints
    ICML 2024 ·
    Xun Deng
    DBLP profile ↗ORCID search ↗
  32. Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
    ICLR 2024 ·
    Haoxuan Li
    DBLP profile ↗ORCID search ↗
  33. Boosting Few-Shot Learning via Attentive Feature Regularization
    AAAI 2024 ·
    Xingyu Zhu
    DBLP profile ↗ORCID search ↗
  34. Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
    NeurIPS 2024 ·
    Xiaoyu Kong
    DBLP profile ↗ORCID search ↗
  35. Diffusion Models for Generative Outfit Recommendation
    SIGIR 2024 ·
    Yiyan Xu
    DBLP profile ↗ORCID search ↗
  36. EXGC: Bridging Efficiency and Explainability in Graph Condensation
    WWW 2024 ·
    Junfeng Fang
    DBLP profile ↗ORCID search ↗
  37. Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model
    CVPR 2024 ·
    Zhicai Wang
    DBLP profile ↗ORCID search ↗
  38. Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach
    SIGIR 2024 ·
    Tianhao Shi
    DBLP profile ↗ORCID search ↗
  39. Item-side Fairness of Large Language Model-based Recommendation System
    WWW 2024 ·
    Meng Jiang
    DBLP profile ↗ORCID search ↗
  40. LLaRA: Large Language-Recommendation Assistant
    SIGIR 2024 ·
    Jiayi Liao
    DBLP profile ↗ORCID search ↗
  41. Large Language Models are Learnable Planners for Long-Term Recommendation
    SIGIR 2024 ·
    Wentao Shi
    DBLP profile ↗ORCID search ↗
  42. Large Language Models for Recommendation: Progresses and Future Directions
    WWW 2024 ·
    Jizhi Zhang
    DBLP profile ↗ORCID search ↗
  43. Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients
    SIGIR 2024 ·
    Zihao Zhao
    DBLP profile ↗ORCID search ↗
  44. Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation
    WWW 2024 ·
    Wentao Shi
    DBLP profile ↗ORCID search ↗
  45. Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems
    CIKM 2024 ·
    Tianhao Shi
    DBLP profile ↗ORCID search ↗
  46. Proactive Recommendation with Iterative Preference Guidance
    WWW 2024 ·
    Shuxian Bi
    DBLP profile ↗ORCID search ↗
  47. Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System
    WWW 2024 ·
    Chen Gao
    DBLP profile ↗ORCID search ↗
  48. Text-like Encoding of Collaborative Information in Large Language Models for Recommendation
    ACL 2024 ·
    Yang Zhang
    DBLP profile ↗ORCID search ↗
  49. Text-to-Image Generation for Abstract Concepts
    AAAI 2024 ·
    Jiayi Liao
    DBLP profile ↗ORCID search ↗
  50. The 2nd Workshop on Recommendation with Generative Models
    WWW 2024 ·
    Wenjie Wang
    DBLP profile ↗ORCID search ↗
  51. Towards 3D Molecule-Text Interpretation in Language Models
    ICLR 2024 ·
    Sihang Li
    DBLP profile ↗ORCID search ↗
  52. β-DPO: Direct Preference Optimization with Dynamic β
    NeurIPS 2024 ·
    Junkang Wu
    DBLP profile ↗ORCID search ↗