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Zhonghai Wu

17 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×2ACL ×2IJCAI ×2MICCAI ×2USENIX Security ×2WWW ×2CVPR ×1ICML ×1SDM ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Qingni Shen
×10
Luyuan Xie
×6
Yuejian Fang
×6
Tianyu Luan
×4
Guochen Yan
×3
Hongzhi Liu
×3
Manqing Lin
×3
Cong Li
×3
Zhiyin Yu
×2
Bo Zhang
×2
Xiao Luo
×2
Zihan Zhang
×2

Papers

  1. A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions
    ACL 2026 ·
    Zhiyin Yu
    ,
    Yuchen Mou
    ,
    Juncheng Yan
    ,
    Junyu Luo
    ,
    Chunchun Chen
    ,
    Xing Wei
    ,
    Yunhui Liu
    ,
    Hongru Sun
    ,
    Yuxing Zhang
    ,
    Jun Xu
    ,
    Yatao Bian
    ,
    Ming Zhang
    ,
    Wei Ye
    ,
    Tieke He
    ,
    Jie Yang
    ,
    Guanjie Zheng
    , Zhonghai Wu,
    Bo Zhang
    ,
    Lei Bai
    ,
    Xiao Luo
  2. Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning
    ACL 2026 ·
    Zhiyin Yu
    ,
    Bo Zhang
    ,
    Qibin Hou
    , Zhonghai Wu,
    Xiao Luo
    ,
    Lei Bai
  3. FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-Tuning
    WWW 2026 ·
    Guochen Yan
    ,
    Luyuan Xie
    ,
    Qingni Shen
    ,
    Yuejian Fang
    , Zhonghai Wu
  4. Hypergraph Diffusion-Based Sequential Ensemble for CTR Prediction
    SIGIR 2026 ·
    Zeheng Zhong
    ,
    Hongzhi Liu
    ,
    Gong Chen
    ,
    Boyuan Ren
    ,
    Guomin Qin
    , Zhonghai Wu
  5. Knowledge-Enhanced Explainable Hypergraph Convolution Network for Medication Recommendation
    AAAI 2026 ·
    Zihan Zhang
    ,
    Hongzhi Liu
    ,
    Xiaoshuang Guo
    ,
    Tianqi Sun
    , Zhonghai Wu
  6. Med-R2: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based Medicine
    WWW 2026 ·
    Keer Lu
    ,
    Zheng Liang
    ,
    Da Pan
    ,
    Shusen Zhang
    ,
    Guosheng Dong
    ,
    Huang Leng
    ,
    Bin Cui
    , Zhonghai Wu,
    Wentao Zhang
  7. Achilles: A Formal Framework of Leaking Secrets from Signature Schemes via Rowhammer
    USENIX Security 2025 ·
    Junkai Liang
    ,
    Zhi Zhang
    ,
    Xin Zhang
    ,
    Qingni Shen
    ,
    Yansong Gao
    ,
    Xingliang Yuan
    ,
    Haiyang Xue
    ,
    Pengfei Wu
    , Zhonghai Wu
  8. FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
    AAAI 2025 ·
    Guochen Yan
    ,
    Luyuan Xie
    ,
    Xinyi Gao
    ,
    Wentao Zhang
    ,
    Qingni Shen
    ,
    Yuejian Fang
    , Zhonghai Wu
  9. LPDetective: Dusting the LLM Chats for Prompt Template Abusers
    IJCAI 2025 ·
    Yang Luo
    ,
    Qingni Shen
    , Zhonghai Wu
  10. MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation
    IJCAI 2025 ·
    Yang Luo
    ,
    Qingni Shen
    , Zhonghai Wu
  11. SoK: Understanding zk-SNARKs: The Gap Between Research and Practice
    USENIX Security 2025 ·
    Junkai Liang
    ,
    Daqi Hu
    ,
    Pengfei Wu
    ,
    Yunbo Yang
    ,
    Qingni Shen
    , Zhonghai Wu
  12. dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
    CVPR 2025 ·
    Luyuan Xie
    ,
    Tianyu Luan
    ,
    Wenyuan Cai
    ,
    Guochen Yan
    ,
    Zhaoyu Chen
    ,
    Nan Xi
    ,
    Yuejian Fang
    ,
    Qingni Shen
    , Zhonghai Wu,
    Junsong Yuan
  13. Exploiting Multifaceted Nature of Items and Users for Session-based Recommendation
    SDM 2024 ·
    Tianqi Sun
    ,
    Hongrui Guo
    ,
    Zihan Zhang
    ,
    Hongzhi Liu
    , Zhonghai Wu
  14. MH-pFLGB: Model Heterogeneous Personalized Federated Learning via Global Bypass for Medical Image Analysis
    MICCAI 2024 ·
    Luyuan Xie
    ,
    Manqing Lin
    ,
    ChenMing Xu
    ,
    Tianyu Luan
    ,
    Zhipeng Zeng
    ,
    Wenjun Qian
    ,
    Cong Li
    ,
    Yuejian Fang
    ,
    Qingni Shen
    , Zhonghai Wu
  15. MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
    ICML 2024 ·
    Luyuan Xie
    ,
    Manqing Lin
    ,
    Tianyu Luan
    ,
    Cong Li
    ,
    Yuejian Fang
    ,
    Qingni Shen
    , Zhonghai Wu
  16. Multivariate Log-based Anomaly Detection for Distributed Database
    SIGKDD 2024 ·
    Lingzhe Zhang
    ,
    Tong Jia
    ,
    Mengxi Jia
    ,
    Ying Li
    ,
    Yong Yang
    , Zhonghai Wu
  17. pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
    MICCAI 2024 ·
    Luyuan Xie
    ,
    Manqing Lin
    ,
    Siyuan Liu
    ,
    ChenMing Xu
    ,
    Tianyu Luan
    ,
    Cong Li
    ,
    Yuejian Fang
    ,
    Qingni Shen
    , Zhonghai Wu