Search Results for author: Mengying Wang

Found 1 papers, 0 papers with code

Generating Robust Counterfactual Witnesses for Graph Neural Networks

no code implementations30 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.

counterfactual Explanation Generation +1

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