Jiate Li

According to our database, Jiate Li authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

AGNNCert: Defending Graph Neural Networks against Arbitrary Perturbations with Deterministic Certification.

Jiate Li, Binghui Wang

CoRR, February, 2025

Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks.

Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations.

Jiate Li, Meng Pang, Yun Dong, Binghui Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs - a Graph Sequential Embedding Method.

Jiate Li, Meng Pang, Binghui Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Graph Neural Network Explanations are Fragile.

Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024