Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networks

Jiahua Rao, Jiancong Xie, Hanjing Lin +3

Graph Neural Networks (GNNs) have gained considerable traction for their capability to effectively process topological data, yet their interpretability remains a critical concern.…