Generative Causal Explanations for Graph Neural Networks

Wanyu Lin, Hao Lan, Baochun Li

This paper presents Gem, a model-agnostic approach for providing interpretable explanations for any GNNs on various graph learning tasks. Specifically, we formulate the problem of…