Declarative Explanations for Graph Neural Networks: A Demonstration

Cibo Yu, Haitong Tang, Yinghui Wu +4

Graph Neural Networks (GNNs) have proven effective for graph analytical tasks, yet their "black-box" nature complicates the understanding of their layer-wise behavior and hinders t…