Patrick Reiser

MEGAN: Multi-Explanation Graph Attention Network

2022 · arXiv (Cornell University)

We propose a multi-explanation graph attention network (MEGAN). Unlike existing graph explainability methods, our network can produce node and edge attributional explanations along multiple channels, the number of which is independent of task specifications. This …