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Binchi Zhang

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

ICML ×3SIGKDD ×3ACL ×2AAAI ×1CIKM ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Jundong Li
×12
Yushun Dong
×4
Zihan Chen
×4
Zhengzhang Chen
×3
Xingbo Fu
×3
Chen Chen
×3
Zaiyi Zheng
×2
Haifeng Chen
×2
Zhenyu Lei
×2
Song Wang
×2
Hanghang Tong
×1
Xujiang Zhao
×1

Papers

  1. Certified Defense on the Fairness of Graph Neural Networks
    SIGKDD 2026 ·
    Yushun Dong
    , Binchi Zhang,
    Hanghang Tong
    ,
    Jundong Li
  2. LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
    ACL 2026 · Binchi Zhang,
    Zhengzhang Chen
    ,
    Zaiyi Zheng
    ,
    Jundong Li
    ,
    Haifeng Chen
  3. Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
    ACL 2026 · Binchi Zhang,
    Xujiang Zhao
    ,
    Jundong Li
    ,
    Haifeng Chen
    ,
    Zhengzhang Chen
  4. Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
    ICML 2025 · Binchi Zhang,
    Zaiyi Zheng
    ,
    Zhengzhang Chen
    ,
    Jundong Li
  5. GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
    NeurIPS 2025 ·
    Xingbo Fu
    ,
    Zhenyu Lei
    ,
    Zihan Chen
    , Binchi Zhang,
    Chuxu Zhang
    ,
    Jundong Li
  6. 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
  7. Adversarial Attacks on Fairness of Graph Neural Networks
    ICLR 2024 · Binchi Zhang,
    Yushun Dong
    ,
    Chen Chen
    ,
    Yada Zhu
    ,
    Minnan Luo
    ,
    Jundong Li
  8. Federated Graph Learning with Structure Proxy Alignment
    SIGKDD 2024 ·
    Xingbo Fu
    ,
    Zihan Chen
    , Binchi Zhang,
    Chen Chen
    ,
    Jundong Li
  9. IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks
    SIGKDD 2024 ·
    Yushun Dong
    , Binchi Zhang,
    Zhenyu Lei
    ,
    Na Zou
    ,
    Jundong Li
  10. Towards Certified Unlearning for Deep Neural Networks
    ICML 2024 · Binchi Zhang,
    Yushun Dong
    ,
    Tianhao Wang
    ,
    Jundong Li
  11. Understanding and Modeling Job Marketplace with Pretrained Language Models
    CIKM 2024 ·
    Yaochen Zhu
    ,
    Liang Wu
    , Binchi Zhang,
    Song Wang
    ,
    Qi Guo
    ,
    Liangjie Hong
    ,
    Luke Simon
    ,
    Jundong Li
  12. Verification of Machine Unlearning is Fragile
    ICML 2024 · Binchi Zhang,
    Zihan Chen
    ,
    Cong Shen
    ,
    Jundong Li