Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks

Jiaxing Zhang, Xiaoou Liu, Dongsheng Luo +1

Explaining Graph Neural Networks (GNNs) has garnered significant attention due to the need for interpretability, enabling users to understand the behavior of these black-box models…