GNNShap: Scalable and Accurate GNN Explanation using Shapley Values

Selahattin Akkas, Ariful Azad

Graph neural networks (GNNs) are popular machine learning models for graphs with many applications across scientific domains. However, GNNs are considered black box models, and it…