DistShap: Scalable GNN Explanations with Distributed Shapley Values

Selahattin Akkas, Aditya Devarakonda, Ariful Azad

With the growing adoption of graph neural networks (GNNs), explaining their predictions has become increasingly important. However, attributing predictions to specific edges or fea…