When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook

Wenzhao Jiang, Hao Liu, Hui Xiong

Graph Neural Networks (GNNs) have emerged as powerful representation learning tools for capturing complex dependencies within diverse graph-structured data. Despite their success i…