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Sheng Huang

11 papers at tracked venues · 8 at CORE A* · active 2025–2026

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Venues

AAAI ×3IJCAI ×3NeurIPS ×3ICML ×2

Frequent coauthors

Lele Fu
×10
Chuan Chen
×10
Tianchi Liao
×9
Bowen Deng
×9
Chuanfu Zhang
×5
Jialong Chen
×2
Tao Zhang
×2
Shirui Pan
×2
Guanjun Wang
×1
Jianhao Zhang
×1
Jiaming Ma
×1
Pengkun Wang
×1

Papers

  1. U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions
    AAAI 2026 ·
    Guanjun Wang
    ,
    Jianhao Zhang
    ,
    Jiaming Ma
    , Sheng Huang,
    Pengkun Wang
    ,
    Zhengyang Zhou
    ,
    Binwu Wang
    ,
    Yang Wang
  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. THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
    AAAI 2025 ·
    Bowen Deng
    ,
    Tong Wang
    ,
    Lele Fu
    , Sheng Huang,
    Chuan Chen
    ,
    Tao Zhang
  10. Towards Understanding Parametric Generalized Category Discovery on Graphs
    ICML 2025 ·
    Bowen Deng
    ,
    Lele Fu
    ,
    Jialong Chen
    , Sheng Huang,
    Tianchi Liao
    ,
    Zhang Tao
    ,
    Chuan Chen
  11. Unsupervised Federated Graph Learning
    NeurIPS 2025 ·
    Lele Fu
    ,
    Tianchi Liao
    , Sheng Huang,
    Bowen Deng
    ,
    Chuanfu Zhang
    ,
    Shirui Pan
    ,
    Chuan Chen