Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness in Graph Neural Networks

W An, W Zhong, F Jiang, H Ma, J Huang - European Conference on …, 2024 - Springer
Abstract Graph Neural Networks (GNNs) are increasingly popular in processing graph-
structured data, yet they face significant challenges when training and testing distributions …