Binchi Zhang

Venues

Frequent coauthors

Papers

1. Certified Defense on the Fairness of Graph Neural Networks
   SIGKDD 2026 ·

   Yushun Dong

   DBLP profile ↗ORCID search ↗
2. LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
   ACL 2026 · Binchi Zhang
3. Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
   ACL 2026 · Binchi Zhang
4. Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
   ICML 2025 · Binchi Zhang
5. GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
   NeurIPS 2025 ·

   Xingbo Fu

   DBLP profile ↗ORCID search ↗
6. Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
   AAAI 2025 ·

   Xingbo Fu

   DBLP profile ↗ORCID search ↗
7. Adversarial Attacks on Fairness of Graph Neural Networks
   ICLR 2024 · Binchi Zhang
8. Federated Graph Learning with Structure Proxy Alignment
   SIGKDD 2024 ·

   Xingbo Fu

   DBLP profile ↗ORCID search ↗
9. IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks
   SIGKDD 2024 ·

   Yushun Dong

   DBLP profile ↗ORCID search ↗
10. Towards Certified Unlearning for Deep Neural Networks
    ICML 2024 · Binchi Zhang
11. Understanding and Modeling Job Marketplace with Pretrained Language Models
    CIKM 2024 ·

    Yaochen Zhu

    DBLP profile ↗ORCID search ↗
12. Verification of Machine Unlearning is Fragile
    ICML 2024 · Binchi Zhang