Generative Causal Explanations for Graph Neural Networks

Wanyu Lin, Hao Lan, Baochun Li

Abstract: This paper presents {\em Gem}, a model-agnostic approach for providing interpretable explanations for any GNNs on various graph learning tasks. Specifically, we formulate the problem of providing e...