Explaining GNN Explanations with Edge Gradients

Jesse He, Akbar Rafiey, Gal Mishne +1

In recent years, the remarkable success of graph neural networks (GNNs) on graph-structured data has prompted a surge of methods for explaining GNN predictions. However, the state-…