PPaperPicks

Chen Chen

University of Virginia, Charlottesville, VA, USA

17 papers at tracked venues · 14 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-7099-7905 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6SIGKDD ×3ACL ×1CIKM ×1ICLR ×1ICML ×1NAACL ×1NeurIPS ×1WSDM ×1WWW ×1

Frequent coauthors

Jundong Li
×11
Song Wang
×8
Yushun Dong
×6
Zhenyu Lei
×4
Yinhan He
×4
Jing Ma
×3
Binchi Zhang
×3
Guanghui Min
×2
Zaiyi Zheng
×2
Yiming Xu
×2
Bin Shi
×2
Zhen Peng
×2

Papers

  1. BrainMAP: Learning Multiple Activation Pathways in Brain Networks
    AAAI 2025 ·
    Song Wang
    ,
    Zhenyu Lei
    ,
    Zhen Tan
    ,
    Jiaqi Ding
    ,
    Xinyu Zhao
    ,
    Yushun Dong
    ,
    Guorong Wu
    ,
    Tianlong Chen
    , Chen Chen,
    Aiying Zhang
    ,
    Jundong Li
  2. Certified Causal Defense with Generalizable Robustness
    AAAI 2025 ·
    Yiran Qiao
    ,
    Yu Yin
    , Chen Chen,
    Jing Ma
  3. Demystify Epidemic Containment in Directed Networks: Theory and Algorithms
    WSDM 2025 ·
    Yinhan He
    , Chen Chen,
    Song Wang
    ,
    Guanghui Min
    ,
    Jundong Li
  4. Fairness-Aware Graph Learning: A Benchmark
    SIGKDD 2025 ·
    Yushun Dong
    ,
    Song Wang
    ,
    Zhenyu Lei
    ,
    Zaiyi Zheng
    ,
    Jing Ma
    , Chen Chen,
    Jundong Li
  5. Out-of-Distribution Generalization on Graphs via Progressive Inference
    AAAI 2025 ·
    Yiming Xu
    ,
    Bin Shi
    ,
    Zhen Peng
    ,
    Huixiang Liu
    ,
    Bo Dong
    , Chen Chen
  6. Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models
    ACL 2025 ·
    Haochen Liu
    ,
    Song Wang
    , Chen Chen,
    Jundong Li
  7. Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance Perspective
    AAAI 2025 ·
    Yiming Xu
    ,
    Zhen Peng
    ,
    Bin Shi
    ,
    Xu Hua
    ,
    Bo Dong
    ,
    Song Wang
    , Chen Chen
  8. ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data
    AAAI 2025 ·
    Zhenyu Lei
    ,
    Yushun Dong
    ,
    Jundong Li
    , Chen Chen
  9. Scaling Epidemic Inference on Contact Networks: Theory and Algorithms
    NeurIPS 2025 ·
    Guanghui Min
    ,
    Yinhan He
    , Chen Chen
  10. Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large Language Models
    ICML 2025 ·
    Yinhan He
    ,
    Wendy Zheng
    ,
    Yushun Dong
    ,
    Yaochen Zhu
    , Chen Chen,
    Jundong Li
  11. Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
    AAAI 2025 ·
    Xingbo Fu
    ,
    Zihan Chen
    ,
    Yinhan He
    ,
    Song Wang
    ,
    Binchi Zhang
    , Chen Chen,
    Jundong Li
  12. iMask: Towards a Smart Mask Network Prototype for Monitoring Respiratory Viruses
    CIKM 2025 ·
    Emma Tong
    ,
    Cynthia Smyser
    , Chen Chen
  13. Adversarial Attacks on Fairness of Graph Neural Networks
    ICLR 2024 ·
    Binchi Zhang
    ,
    Yushun Dong
    , Chen Chen,
    Yada Zhu
    ,
    Minnan Luo
    ,
    Jundong Li
  14. Consistency and Discrepancy-Based Contrastive Tripartite Graph Learning for Recommendations
    SIGKDD 2024 ·
    Linxin Guo
    ,
    Yaochen Zhu
    ,
    Min Gao
    ,
    Yinghui Tao
    ,
    Junliang Yu
    , Chen Chen
  15. Federated Graph Learning with Structure Proxy Alignment
    SIGKDD 2024 ·
    Xingbo Fu
    ,
    Zihan Chen
    ,
    Binchi Zhang
    , Chen Chen,
    Jundong Li
  16. Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
    NAACL 2024 ·
    Haochen Liu
    ,
    Song Wang
    , Chen Chen,
    Jundong Li
  17. PyGDebias: A Python Library for Debiasing in Graph Learning
    WWW 2024 ·
    Yushun Dong
    ,
    Zhenyu Lei
    ,
    Zaiyi Zheng
    ,
    Song Wang
    ,
    Jing Ma
    ,
    Alex Jing Huang
    , Chen Chen,
    Jundong Li