Explainability in Graph Neural Networks: A Taxonomic Survey

Hao Yuan, Haiyang Yu, Shurui Gui +1

Deep learning methods are achieving ever-increasing performance on many artificial intelligence tasks. A major limitation of deep models is that they are not amenable to interpreta…