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Zhihui Fu

11 papers at tracked venues · 9 at CORE A* · active 2025–2026

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Venues

ACL ×4WWW ×2AAAI ×1CIKM ×1ICDE ×1SIGIR ×1WSDM ×1

Frequent coauthors

Jun Wang
×7
Chaochao Chen
×5
Xinting Liao
×5
Pengyang Zhou
×4
Weiming Liu
×4
Xiaolin Zheng
×4
Naen Xu
×3
Chunyi Zhou
×3
Tianyu Du
×3
Jun Wang
×3
Shouling Ji
×3
Wu Wen
×3

Papers

  1. "I See What You Did There": Can Large Vision-Language Models Understand Multimodal Puns?
    ACL 2026 ·
    Naen Xu
    ,
    Jiayi Sheng
    ,
    Changjiang Li
    ,
    Chunyi Zhou
    ,
    Yuyuan Li
    ,
    Tianyu Du
    ,
    Jun Wang
    , Zhihui Fu,
    Jinbao Li
    ,
    Shouling Ji
  2. Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors
    ACL 2026 ·
    Rui Yin
    ,
    Tianxu Han
    ,
    Naen Xu
    ,
    Changjiang Li
    ,
    Ping He
    ,
    Chunyi Zhou
    ,
    Jun Wang
    , Zhihui Fu,
    Tianyu Du
    ,
    Jinbao Li
    ,
    Shouling Ji
  3. DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding
    ACL 2026 ·
    Guanghao Li
    , Zhihui Fu,
    Min Fang
    ,
    Qibin Zhao
    ,
    Ming Tang
    ,
    Chun Yuan
    ,
    Jun Wang
  4. FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks
    WWW 2026 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Ping He
    ,
    Chunyi Zhou
    ,
    Jun Wang
    , Zhihui Fu,
    Tianyu Du
    ,
    Zhaoxiang Wang
    ,
    Shouling Ji
  5. POP: Prefill-Only Pruning for Efficient Large Model Inference
    ACL 2026 ·
    Junhui He
    , Zhihui Fu,
    Jun Wang
    ,
    Qingan Li
  6. TopFGL: A Topology-Aware and Distributionagnostic Federated Learning Framework Tackling Topological Heterogeneity on Graph Data
    ICDE 2026 ·
    Junyang Wang
    ,
    Lan Zhang
    ,
    Yihang Cheng
    ,
    Mu Yuan
    ,
    Tian Wang
    , Zhihui Fu,
    Jun Wang
  7. FedGF: Enhancing Structural Knowledge via Graph Factorization for Federated Graph Learning
    WSDM 2025 ·
    Pengyang Zhou
    ,
    Chaochao Chen
    ,
    Weiming Liu
    ,
    Xinting Liao
    ,
    Fengyuan Yu
    , Zhihui Fu,
    Xingyu Lou
    ,
    Wu Wen
    ,
    Xiaolin Zheng
    ,
    Jun Wang
  8. FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation
    AAAI 2025 ·
    Pengyang Zhou
    ,
    Chaochao Chen
    ,
    Weiming Liu
    ,
    Xinting Liao
    ,
    Wenkai Shen
    ,
    Jiahe Xu
    , Zhihui Fu,
    Jun Wang
    ,
    Wu Wen
    ,
    Xiaolin Zheng
  9. Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation
    SIGIR 2025 ·
    Pengyang Zhou
    ,
    Chaochao Chen
    ,
    Weiming Liu
    ,
    Wenkai Shen
    ,
    Xinting Liao
    ,
    Huarong Deng
    , Zhihui Fu,
    Jun Wang
    ,
    Wu Wen
    ,
    Xiaolin Zheng
  10. Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation
    WWW 2025 ·
    Weiming Liu
    ,
    Chaochao Chen
    ,
    Jiahe Xu
    ,
    Xinting Liao
    ,
    Fan Wang
    ,
    Xiaolin Zheng
    , Zhihui Fu,
    Ruiguang Pei
    ,
    Jun Wang
  11. Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype
    CIKM 2025 ·
    Jiaming Qian
    ,
    Xinting Liao
    ,
    Xiangmou Qu
    , Zhihui Fu,
    Xingyu Lou
    ,
    Changwang Zhang
    ,
    Pengyang Zhou
    ,
    Zijun Zhou
    ,
    Jun Wang
    ,
    Chaochao Chen