Dong, Yun

6 publications

CVPR 2025 Deterministic Certification of Graph Neural Networks Against Graph Poisoning Attacks with Arbitrary Perturbations Jiate Li, Meng Pang, Yun Dong, Binghui Wang

AAAI 2025 Learning Robust and Privacy-Preserving Representations via Information Theory Binghui Zhang, Sayedeh Leila Noorbakhsh, Yun Dong, Yuan Hong, Binghui Wang

ICLR 2025 Provably Robust Explainable Graph Neural Networks Against Graph Perturbation Attacks Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang

ICML 2024 Graph Neural Network Explanations Are Fragile Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang

AAAI 2024 Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning Against Attribute Inference Attacks Caridad Arroyo Arevalo, Sayedeh Leila Noorbakhsh, Yun Dong, Yuan Hong, Binghui Wang

CVPR 2023 Turning Strengths into Weaknesses: A Certified Robustness Inspired Attack Framework Against Graph Neural Networks Binghui Wang, Meng Pang, Yun Dong