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Binghui Wang

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

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Venues

AAAI ×4CIKM ×2ICLR ×2NeurIPS ×2ACL ×1CVPR ×1ECCV ×1ICML ×1WSDM ×1

Frequent coauthors

Jiate Li
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Arman Behnam
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Yuxin Yang
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Bingxin Xu
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Meng Pang
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Binghui Zhang
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Zaishuo Xia
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Ruo Yang
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Caridad Arroyo Arevalo
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Papers

  1. SilentDrift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action Models
    ACL 2026 ·
    Bingxin Xu
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  2. Breaking Data Silos in Parkinson's Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis
    AAAI 2025 ·
    Meng Pang
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  3. Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations
    CVPR 2025 ·
    Jiate Li
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  4. Learning Robust and Privacy-Preserving Representations via Information Theory
    AAAI 2025 ·
    Binghui Zhang
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  5. Measure-Theoretic Anti-Causal Representation Learning
    NeurIPS 2025 ·
    Arman Behnam
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  6. Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs - a Graph Sequential Embedding Method
    AAAI 2025 ·
    Jiate Li
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  7. Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks
    ICLR 2025 ·
    Jiate Li
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  8. Breaking State-of-the-Art Poisoning Defenses to Federated Learning: An Optimization-Based Attack Framework
    CIKM 2024 ·
    Yuxin Yang
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  9. Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function
    WSDM 2024 · Binghui Wang
  10. FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
    NeurIPS 2024 ·
    Yuxin Yang
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  11. GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations
    ICLR 2024 ·
    Zaishuo Xia
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  12. Graph Neural Network Causal Explanation via Neural Causal Models
    ECCV 2024 ·
    Arman Behnam
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  13. Graph Neural Network Explanations are Fragile
    ICML 2024 ·
    Jiate Li
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  14. Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach
    CIKM 2024 ·
    Ruo Yang
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  15. Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks
    AAAI 2024 ·
    Caridad Arroyo Arevalo
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