PPaperPicks

Fengbin Zhu

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6776-2040 ↗Google Scholar ↗Homepage ↗

Venues

SIGIR ×4WWW ×3ACL ×2ACM MM ×2EMNLP ×2AAAI ×1NeurIPS ×1RecSys ×1

Frequent coauthors

Fuli Feng
×12
Wenjie Wang
×8
Tat-Seng Chua
×7
Yang Zhang
×5
Qifan Wang
×3
Hongru Cai
×2
Yongqi Li
×2
Wenjie Li
×2
Chengbing Wang
×2
Wuqiang Zheng
×2
Moxin Li
×2
Chao Wang
×2

Papers

  1. BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning
    WWW 2026 ·
    Pengyang Shao
    ,
    Naixin Zhai
    ,
    Lei Chen
    ,
    Yonghui Yang
    , Fengbin Zhu,
    Xun Yang
    ,
    Meng Wang
  2. One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
    SIGIR 2026 ·
    Hongru Cai
    ,
    Yongqi Li
    ,
    Tiezheng Yu
    , Fengbin Zhu,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Wenjie Li
  3. PERM: Psychology-grounded Empathetic Reward Modeling for Large Language Models
    ACL 2026 ·
    Chengbing Wang
    ,
    Wuqiang Zheng
    ,
    Yang Zhang
    , Fengbin Zhu,
    Junyi Cheng
    ,
    Yi Xie
    ,
    Wenjie Wang
    ,
    Fuli Feng
  4. TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
    ACL 2026 ·
    Xiqiao Xiong
    ,
    Ouxiang Li
    ,
    Zhuo Liu
    ,
    Moxin Li
    ,
    Wentao Shi
    , Fengbin Zhu,
    Qifan Wang
    ,
    Fuli Feng
  5. CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
    AAAI 2025 ·
    Boyi Deng
    ,
    Wenjie Wang
    , Fengbin Zhu,
    Qifan Wang
    ,
    Fuli Feng
  6. DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
    ACM MM 2025 ·
    Yiyan Xu
    ,
    Wuqiang Zheng
    ,
    Wenjie Wang
    , Fengbin Zhu,
    Xinting Hu
    ,
    Yang Zhang
    ,
    Fuli Feng
    ,
    Tat-Seng Chua
  7. FinIR: The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI
    SIGIR 2025 · Fengbin Zhu,
    Yunshan Ma
    ,
    Fuli Feng
    ,
    Chao Wang
    ,
    Huanbo Luan
    ,
    Guangnan Ye
    ,
    Shuo Zhang
    ,
    Dhagash Mehta
    ,
    Pingping Chen
    ,
    Bing Xiang
    ,
    Tat-Seng Chua
  8. Heterogeneous User Modeling for LLM-based Recommendation
    RecSys 2025 ·
    Honghui Bao
    ,
    Wenjie Wang
    ,
    Xinyu Lin
    , Fengbin Zhu,
    Teng Sun
    ,
    Fuli Feng
    ,
    Tat-Seng Chua
  9. IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
    NeurIPS 2025 ·
    Zijie Lin
    ,
    Yang Zhang
    ,
    Xiaoyan Zhao
    , Fengbin Zhu,
    Fuli Feng
    ,
    Tat-Seng Chua
  10. Large Language Models Empowered Personalized Web Agents
    WWW 2025 ·
    Hongru Cai
    ,
    Yongqi Li
    ,
    Wenjie Wang
    , Fengbin Zhu,
    Xiaoyu Shen
    ,
    Wenjie Li
    ,
    Tat-Seng Chua
  11. Latent Inter-User Difference Modeling for LLM Personalization
    EMNLP 2025 ·
    Yilun Qiu
    ,
    Tianhao Shi
    ,
    Xiaoyan Zhao
    , Fengbin Zhu,
    Yang Zhang
    ,
    Fuli Feng
  12. Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation
    WWW 2025 ·
    Chengbing Wang
    ,
    Yang Zhang
    , Fengbin Zhu,
    Jizhi Zhang
    ,
    Tianhao Shi
    ,
    Fuli Feng
  13. Long Context vs. RAG: Strategies for Processing Long Documents in LLMs
    SIGIR 2025 ·
    Xinze Li
    ,
    Yushi Bai
    ,
    Bowen Jin
    , Fengbin Zhu,
    Liangming Pan
    ,
    Yixin Cao
  14. Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance
    ACM MM 2025 · Fengbin Zhu,
    Junfeng Li
    ,
    Liangming Pan
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Chao Wang
    ,
    Huanbo Luan
    ,
    Tat-Seng Chua
  15. Unified Category and Style Generalization for Instance-Level Sketch Retrieval
    SIGIR 2025 ·
    Zechao Hu
    ,
    Zhengwei Yang
    ,
    Hao Li
    ,
    Yixiong Zou
    , Fengbin Zhu,
    Zheng Wang
  16. Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
    EMNLP 2024 ·
    Moxin Li
    ,
    Wenjie Wang
    ,
    Fuli Feng
    , Fengbin Zhu,
    Qifan Wang
    ,
    Tat-Seng Chua