Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-Level Anomaly Detection

Chunjing Xiao, Shikang Pang, Wenxin Tai +3

Graph-level anomaly detection is significant in diverse domains. To improve detection performance, counterfactual graphs have been exploited to benefit the generalization capacity…