GISExplainer: On Explainability of Graph Neural Networks via Game-theoretic Interaction Subgraphs

Xingping Xian, Jianlu Liu, Chao Wang +4

Explainability is crucial for the application of black-box Graph Neural Networks (GNNs) in critical fields such as healthcare, finance, cybersecurity, and more. Various feature att…