Jiate Li, Meng Pang, Yun Dong, Binghui Wang. (2025). "Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations." CVPR 2025.
Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang. (2025). "Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks." ICLR 2025.
Jiate Li, Binghui Wang. (2025). "AGNNCert: Defending Graph Neural Networks against Arbitrary Perturbations with Deterministic Certification." Usenix Security 2025.
Jiate Li, Meng Pang, Binghui Wang. (2025). "Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs--A Graph Sequential Embedding Method." AAAI 2025.
Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang. (2024). "Graph Neural Network Explanations are Fragile." ICML 2024.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA