Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks

6 February 2025

Papers citing "Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks"

5 / 5 papers shown

Title
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models Jipeng Li Yanning Shen DiffM AI4CE 39 0 0 28 May 2025
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations Jiate Li Meng Pang Yun Dong Binghui Wang AAML 110 0 0 24 Mar 2025
Backdoor Attacks on Discrete Graph Diffusion Models Jiawen Wang Samin Karim Yuan Hong Binghui Wang DiffM 180 0 0 08 Mar 2025
AGNNCert: Defending Graph Neural Networks against Arbitrary Perturbations with Deterministic Certification Jiate Li Binghui Wang AAML 119 2 0 02 Feb 2025
Faithful Interpretation for Graph Neural Networks Lijie Hu Tianhao Huang Lu Yu Wanyu Lin Tianhang Zheng Di Wang 74 3 0 09 Oct 2024