Graph Neural Network Explanations are Fragile. - Jiate Li; Meng Pang; Yun Dong; Jinyuan Jia 001; Binghui Wang (ICML, 2024)

Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs - a Graph Sequential Embedding Method. - Jiate Li; Meng Pang; Binghui Wang (AAAI, 2025)

Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations. - Jiate Li; Meng Pang; Yun Dong; Binghui Wang (CVPR, 2025)

Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks. - Jiate Li; Meng Pang; Yun Dong; Jinyuan Jia 001; Binghui Wang (ICLR, 2025)

AGNNCert: Defending Graph Neural Networks against Arbitrary Perturbations with Deterministic Certification. - Jiate Li; Binghui Wang (CoRR, 2025)

When Deepfake Detection Meets Graph Neural Network:a Unified and Lightweight Learning Framework. - Haoyu Liu; Chaoyu Gong; Mengke He; Jiate Li; Kai Han; Siqiang Luo (CoRR, 2025)