GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs
arXiv:2605.08074v1 Announce Type: new
Abstract: Conformal prediction (CP) provides a distribution-free approach to uncertainty quantification with finite-sample guarantees. However, applying CP to graph neural networks (GNNs) remains challenging as th…