PGX: A Multi-level GNN Explanation Framework Based on Separate Knowledge Distillation Processes

Tien-Cuong Bui, Wen-syan Li, Sang-Kyun Cha

Graph Neural Networks (GNNs) are widely adopted in advanced AI systems due to their capability of representation learning on graph data. Even though GNN explanation is crucial to i…