WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling

Xiaoyang Li, Linwei Tao, Haohui Lu +3

Graph Neural Networks (GNNs) have demonstrated strong predictive performance on relational data; however, their confidence estimates often misalign with actual predictive correctne…