Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training

Ting Wang, Zhixin Zhou, Rui Luo

Graph Neural Networks (GNNs) has been widely used in a variety of fields because of their great potential in representing graph-structured data. However, lacking of rigorous uncert…