Preserve, Promote, or Attack? GNN Explanation via Topology Perturbation

Yi Sun, Abel Valente, Sijia Liu +1

Prior works on formalizing explanations of a graph neural network (GNN) focus on a single use case - to preserve the prediction results through identifying important edges and node…