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

no code implementations • 25 Mar 2021 • Yi Sun, Abel Valente, Sijia Liu, Dakuo Wang

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 nodes.

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