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Guochen Yan

5 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×1CVPR ×1SIGMOD ×1VLDB ×1WWW ×1

Frequent coauthors

Luyuan Xie
×3
Qingni Shen
×3
Yuejian Fang
×3
Zhonghai Wu
×3
Wentao Zhang
×3
Xinyi Gao
×1
Xunkai Li
×1
Yinlin Zhu
×1
Boyang Pang
×1
Yeyu Yan
×1
Zening Li
×1
Zhengyu Wu
×1

Papers

  1. 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
  2. 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
  3. OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
    VLDB 2025 ·
    Xunkai Li
    ,
    Yinlin Zhu
    ,
    Boyang Pang
    , Guochen Yan,
    Yeyu Yan
    ,
    Zening Li
    ,
    Zhengyu Wu
    ,
    Wentao Zhang
    ,
    Ronghua Li
    ,
    Guoren Wang
  4. 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
  5. NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention
    SIGMOD 2024 ·
    Wentao Zhang
    , Guochen Yan,
    Yu Shen
    ,
    Ling Yang
    ,
    Yangyu Tao
    ,
    Bin Cui
    ,
    Jian Tang