PPaperPicks

Bowen Deng

12 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

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

Frequent coauthors

Chuan Chen
×12
Sheng Huang
×9
Lele Fu
×9
Tianchi Liao
×8
Jialong Chen
×5
Chuanfu Zhang
×4
Zibin Zheng
×3
Tao Zhang
×3
Shirui Pan
×2
Tong Wang
×2
Binghui Xie
×1
Zhen Wang
×1

Papers

  1. 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
  2. Federated Domain Generalization with Decision Insight Matrix
    IJCAI 2025 ·
    Tianchi Liao
    ,
    Binghui Xie
    ,
    Lele Fu
    ,
    Sheng Huang
    , Bowen Deng,
    Chuan Chen
    ,
    Zibin Zheng
  3. GLNCD: Graph-Level Novel Category Discovery
    NeurIPS 2025 · Bowen Deng,
    Lele Fu
    ,
    Sheng Huang
    ,
    Tianchi Liao
    ,
    Jialong Chen
    ,
    Tao Zhang
    ,
    Chuan Chen
  4. Graph Neural Ricci Flow: Evolving Feature from a Curvature Perspective
    ICLR 2025 ·
    Jialong Chen
    , Bowen Deng,
    Zhen Wang
    ,
    Chuan Chen
    ,
    Zibin Zheng
  5. 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
  6. 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
  7. Self-Assembling Graph Perceptrons
    NeurIPS 2025 ·
    Jialong Chen
    ,
    Tong Wang
    , Bowen Deng,
    Luonan Chen
    ,
    Zibin Zheng
    ,
    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
  12. PROSPECT: Learn MLPs on Graphs Robust against Adversarial Structure Attacks
    CIKM 2024 · Bowen Deng,
    Jialong Chen
    ,
    Yanming Hu
    ,
    Zhiyong Xu
    ,
    Chuan Chen
    ,
    Tao Zhang