Generative Explanations for Graph Neural Network: Methods and Evaluations

Jialin Chen, Kenza Amara, Junchi Yu +1

Graph Neural Networks (GNNs) achieve state-of-the-art performance in various graph-related tasks. However, the black-box nature often limits their interpretability and trustworthin…