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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

Xinting Liao
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×3
Jiaming Qian
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×1
Huabin Zhu
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×1

Papers

  1. LLM-enhanced Federated Graph Learning with Geometry-aware Graph Projection and Shared Subspace Aggregation
    WWW 2026 · Pengyang Zhou
  2. FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
    ICML 2025 ·
    Xinting Liao
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  3. FedGF: Enhancing Structural Knowledge via Graph Factorization for Federated Graph Learning
    WSDM 2025 · Pengyang Zhou
  4. FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation
    AAAI 2025 · Pengyang Zhou
  5. Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation
    SIGIR 2025 · Pengyang Zhou
  6. Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype
    CIKM 2025 ·
    Jiaming Qian
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  7. Tackling Federated Long-Tailed Learning via Synthetic Feature-Based Decoupled Training
    SIGKDD 2025 ·
    Huabin Zhu
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  8. FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
    NeurIPS 2024 ·
    Xinting Liao
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  9. Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data
    CVPR 2024 ·
    Xinting Liao
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