Wenzhao Jiang

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

2023 · arXiv (Cornell University)

Graph Neural Networks (GNNs) have emerged as powerful representation learning tools for capturing complex dependencies within diverse graph-structured data. Despite their success in a wide range of graph mining tasks, GNNs have raised serious concerns …