PPaperPicks

Lixin Fan

15 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

EMNLP ×3AAAI ×2CVPR ×2ICDE ×2NeurIPS ×2ACL ×1ECCV ×1ECML-PKDD ×1IJCAI ×1

Frequent coauthors

Qiang Yang
×11
Hanlin Gu
×9
Gongxi Zhu
×3
Yuxing Han
×3
Tao Fan
×3
Guoqiang Ma
×3
Yuanfeng Song
×3
Yan Kang
×2
Jinglin Liang
×2
Jin Zhong
×2
Shuangping Huang
×2
Dashan Gao
×2

Papers

  1. FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients
    AAAI 2026 ·
    Gongxi Zhu
    ,
    Hanlin Gu
    , Lixin Fan,
    Qiang Yang
    ,
    Yuxing Han
  2. FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
    ACL 2026 ·
    Tao Fan
    ,
    Guoqiang Ma
    ,
    Yuanfeng Song
    , Lixin Fan,
    Kai Chen
    ,
    Qiang Yang
  3. FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
    EMNLP 2025 ·
    Tao Fan
    ,
    Weijing Chen
    ,
    Yan Kang
    ,
    Guoqiang Ma
    ,
    Hanlin Gu
    ,
    Yuanfeng Song
    , Lixin Fan,
    Qiang Yang
  4. FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning
    CVPR 2025 ·
    Gongxi Zhu
    ,
    Donghao Li
    ,
    Hanlin Gu
    ,
    Yuan Yao
    , Lixin Fan,
    Yuxing Han
  5. Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
    CVPR 2025 ·
    Hao Yu
    ,
    Xin Yang
    ,
    Le Zhang
    ,
    Hanlin Gu
    ,
    Tianrui Li
    , Lixin Fan,
    Qiang Yang
  6. Interactive Search with Reinforcement Learning
    ICDE 2025 ·
    Weicheng Wang
    ,
    Victor Junqiu Wei
    ,
    Min Xie
    ,
    Di Jiang
    , Lixin Fan,
    Haijun Yang
  7. Model-based Large Language Model Customization as Service
    EMNLP 2025 ·
    Zhaomin Wu
    ,
    Jizhou Guo
    ,
    Junyi Hou
    ,
    Bingsheng He
    , Lixin Fan,
    Qiang Yang
  8. Order-Level Attention Similarity Across Language Models: A Latent Commonality
    NeurIPS 2025 ·
    Jinglin Liang
    ,
    Jin Zhong
    ,
    Shuangping Huang
    ,
    Yunqing Hu
    ,
    Huiyuan Zhang
    ,
    Huifang Li
    , Lixin Fan,
    Hanlin Gu
  9. PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
    EMNLP 2025 ·
    Tao Fan
    ,
    Guoqiang Ma
    ,
    Yuanfeng Song
    , Lixin Fan,
    Qiang Yang
  10. Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning
    AAAI 2024 ·
    Dashan Gao
    ,
    Sheng Wan
    , Lixin Fan,
    Xin Yao
    ,
    Qiang Yang
  11. Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
    ECCV 2024 ·
    Jinglin Liang
    ,
    Jin Zhong
    ,
    Hanlin Gu
    ,
    Zhongqi Lu
    ,
    Xingxing Tang
    ,
    Gang Dai
    ,
    Shuangping Huang
    , Lixin Fan,
    Qiang Yang
  12. Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
    NeurIPS 2024 ·
    Hanlin Gu
    ,
    WinKent Ong
    ,
    Chee Seng Chan
    , Lixin Fan
  13. Label Privacy Source Coding in Vertical Federated Learning
    ECML-PKDD 2024 ·
    Dashan Gao
    ,
    Sheng Wan
    ,
    Hanlin Gu
    , Lixin Fan,
    Xin Yao
    ,
    Qiang Yang
  14. Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare
    ICDE 2024 ·
    Qian Chen
    ,
    Yiqiang Chen
    ,
    Bingjie Yan
    ,
    Xinlong Jiang
    ,
    Xiaojin Zhang
    ,
    Yan Kang
    ,
    Teng Zhang
    ,
    Wuliang Huang
    ,
    Chenlong Gao
    , Lixin Fan,
    Qiang Yang
  15. Unlearning during Learning: An Efficient Federated Machine Unlearning Method
    IJCAI 2024 ·
    Hanlin Gu
    ,
    Gongxi Zhu
    ,
    Jie Zhang
    ,
    Xinyuan Zhao
    ,
    Yuxing Han
    , Lixin Fan,
    Qiang Yang