Reliable Graph Neural Network Explanations Through Adversarial Training

Donald Loveland, Shusen Liu, Bhavya Kailkhura +2

Graph neural network (GNN) explanations have largely been facilitated through post-hoc introspection. While this has been deemed successful, many post-hoc explanation methods have…