PPaperPicks

Pengyang Zhou

9 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×1CIKM ×1CVPR ×1ICML ×1NeurIPS ×1SIGIR ×1SIGKDD ×1WSDM ×1WWW ×1

Frequent coauthors

Chaochao Chen
×9
Xiaolin Zheng
×8
Xinting Liao
×8
Weiming Liu
×6
Jun Wang
×5
Jiahe Xu
×4
Wu Wen
×4
Zhihui Fu
×4
Fengyuan Yu
×3
Jiaming Qian
×2
Wenjie Wang
×2
Xingyu Lou
×2

Papers

  1. LLM-enhanced Federated Graph Learning with Geometry-aware Graph Projection and Shared Subspace Aggregation
    WWW 2026 · Pengyang Zhou,
    Zhihao Huang
    ,
    Jiahe Xu
    ,
    Wu Wen
    ,
    Xiaolin Zheng
    ,
    Chaochao Chen
    ,
    Jianwei Yin
  2. FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
    ICML 2025 ·
    Xinting Liao
    ,
    Weiming Liu
    ,
    Jiaming Qian
    , Pengyang Zhou,
    Jiahe Xu
    ,
    Wenjie Wang
    ,
    Chaochao Chen
    ,
    Xiaolin Zheng
    ,
    Tat-Seng Chua
  3. 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
  4. 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
  5. 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
  6. 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
  7. Tackling Federated Long-Tailed Learning via Synthetic Feature-Based Decoupled Training
    SIGKDD 2025 ·
    Huabin Zhu
    ,
    Chaochao Chen
    ,
    Xinting Liao
    , Pengyang Zhou,
    Xiaolin Zheng
  8. FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
    NeurIPS 2024 ·
    Xinting Liao
    ,
    Weiming Liu
    , Pengyang Zhou,
    Fengyuan Yu
    ,
    Jiahe Xu
    ,
    Jun Wang
    ,
    Wenjie Wang
    ,
    Chaochao Chen
    ,
    Xiaolin Zheng
  9. Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data
    CVPR 2024 ·
    Xinting Liao
    ,
    Weiming Liu
    ,
    Chaochao Chen
    , Pengyang Zhou,
    Fengyuan Yu
    ,
    Huabin Zhu
    ,
    Binhui Yao
    ,
    Tao Wang
    ,
    Xiaolin Zheng
    ,
    Yanchao Tan