Demystifying Graph Neural Network Explanations

Anna Himmelhuber, Mitchell Joblin, Martin Ringsquandl +1

Graph neural networks (GNNs) are quickly becoming the standard approach for learning on graph structured data across several domains, but they lack transparency in their decision-m…