Non-exchangeable Conformal Prediction for Temporal Graph Neural Networks

Tuo Wang, Jian Kang, Yujun Yan +2

Conformal prediction for graph neural networks (GNNs) offers a promising framework for quantifying uncertainty, enhancing GNN reliability in high-stakes applications. However, exis…