HiSE: A Lightweight Hierarchical Semantic Explainer for Heterogeneous Graph Neural Networks

Zongrui Li, Yuhang Zhao, Ying Zhao +3

Heterogeneous graph neural networks (HGNNs) have demonstrated remarkable performance in modeling complex relational data, however their interpretability in high-stakes applications…