Evaluating Explainability for Graph Neural Networks

Chirag Agarwal, Owen Queen, Himabindu Lakkaraju +1

As post hoc explanations are increasingly used to understand the behavior of graph neural networks (GNNs), it becomes crucial to evaluate the quality and reliability of GNN explana…