no code implementations • 30 Apr 2024 • Dazhuo Qiu, Mengying Wang, Arijit Khan, Yinghui Wu
Given a graph neural network M, a robust counterfactual witness refers to the fraction of a graph G that are counterfactual and factual explanation of the results of M over G, but also remains so for any "disturbed" G by flipping up to k of its node pairs.