FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node
Classification

FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification

25 October 2022

Gaolei Li

Papers citing "FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification"

5 / 5 papers shown

Title
AuditVotes: A Framework Towards More Deployable Certified Robustness for Graph Neural Networks Y. Lai Yulin Zhu Y. Sun Y. Wu Bin Xiao Gaolei Li Jianhua Li Kai Zhou AAML 41 0 0 29 Mar 2025
SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks Xing Ai Guanyu Zhu Yulin Zhu Yu Zheng Gaolei Li Jianhua Li Kai Zhou AAML 19 0 0 29 Aug 2024
Homophily-Driven Sanitation View for Robust Graph Contrastive Learning Yulin Zhu Xing Ai Yevgeniy Vorobeychik Kai Zhou AAML 8 0 0 24 Jul 2023
Elastic Graph Neural Networks Xiaorui Liu W. Jin Yao Ma Yaxin Li Hua Liu Yiqi Wang Ming Yan Jiliang Tang 87 107 0 05 Jul 2021
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing Jinyuan Jia Binghui Wang Xiaoyu Cao Neil Zhenqiang Gong AAML 79 81 0 09 Feb 2020