Quantile-Free Uncertainty Quantification in Graph Neural Networks
arXiv:2605.04847v1 Announce Type: new
Abstract: Uncertainty quantification (UQ) in graph neural networks (GNNs) is crucial in high-stakes domains but remains a significant challenge. In graph settings, message passing often relies on strong assumption…