Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach

Qingfeng Chen, Shiyuan Li, Yixin Liu +3

Graph neural networks (GNNs) excel in graph representation learning by integrating graph structure and node features. Existing GNNs, unfortunately, fail to account for the uncertai…