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Tianchi Liao

13 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4IJCAI ×3AAAI ×2ICML ×2CIKM ×1ECAI ×1

Frequent coauthors

Chuan Chen
×13
Lele Fu
×11
Sheng Huang
×9
Bowen Deng
×8
Chuanfu Zhang
×5
Zibin Zheng
×4
Jialong Chen
×4
Yanyi Lai
×2
Shirui Pan
×2
Qing Hu
×1
Shuyi Wu
×1
Lei Yang
×1

Papers

  1. FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction
    AAAI 2026 ·
    Qing Hu
    , Tianchi Liao,
    Shuyi Wu
    ,
    Lei Yang
    ,
    Chuan Chen
  2. Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data
    AAAI 2025 ·
    Lele Fu
    ,
    Sheng Huang
    ,
    Yanyi Lai
    , Tianchi Liao,
    Chuanfu Zhang
    ,
    Chuan Chen
  3. FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data
    IJCAI 2025 ·
    Sheng Huang
    ,
    Lele Fu
    , Tianchi Liao,
    Bowen Deng
    ,
    Chuanfu Zhang
    ,
    Chuan Chen
  4. Federated Domain Generalization with Decision Insight Matrix
    IJCAI 2025 · Tianchi Liao,
    Binghui Xie
    ,
    Lele Fu
    ,
    Sheng Huang
    ,
    Bowen Deng
    ,
    Chuan Chen
    ,
    Zibin Zheng
  5. GLNCD: Graph-Level Novel Category Discovery
    NeurIPS 2025 ·
    Bowen Deng
    ,
    Lele Fu
    ,
    Sheng Huang
    , Tianchi Liao,
    Jialong Chen
    ,
    Tao Zhang
    ,
    Chuan Chen
  6. Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering
    IJCAI 2025 ·
    Lele Fu
    ,
    Bowen Deng
    ,
    Sheng Huang
    , Tianchi Liao,
    Chuanfu Zhang
    ,
    Chuan Chen
  7. Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective
    ICML 2025 ·
    Lele Fu
    ,
    Bowen Deng
    ,
    Sheng Huang
    , Tianchi Liao,
    Shirui Pan
    ,
    Chuan Chen
  8. Soft-consensual Federated Learning for Data Heterogeneity via Multiple Paths
    NeurIPS 2025 ·
    Sheng Huang
    ,
    Lele Fu
    ,
    Fanghua Ye
    , Tianchi Liao,
    Bowen Deng
    ,
    Chuanfu Zhang
    ,
    Chuan Chen
  9. Towards Understanding Parametric Generalized Category Discovery on Graphs
    ICML 2025 ·
    Bowen Deng
    ,
    Lele Fu
    ,
    Jialong Chen
    ,
    Sheng Huang
    , Tianchi Liao,
    Zhang Tao
    ,
    Chuan Chen
  10. Unsupervised Federated Graph Learning
    NeurIPS 2025 ·
    Lele Fu
    , Tianchi Liao,
    Sheng Huang
    ,
    Bowen Deng
    ,
    Chuanfu Zhang
    ,
    Shirui Pan
    ,
    Chuan Chen
  11. A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm
    NeurIPS 2024 · Tianchi Liao,
    Lele Fu
    ,
    Jialong Chen
    ,
    Zhen Wang
    ,
    Zibin Zheng
    ,
    Chuan Chen
  12. FedSeProto: Learning Semantic Prototype in Federated Learning
    ECAI 2024 ·
    Yanyi Lai
    ,
    Lele Fu
    , Tianchi Liao,
    Chuan Chen
    ,
    Zibin Zheng
  13. Improving Message-Passing GNNs by Asynchronous Aggregation
    CIKM 2024 ·
    Jialong Chen
    , Tianchi Liao,
    Chuan Chen
    ,
    Zibin Zheng