HeAD-CP: Heterophily-Aware Diffused Conformal Prediction Sets for Graph Neural Networks

Phan Binh Nguyen Lam, Nguyen Thai Anh

Conformal prediction (CP) provides distribution-free uncertainty quantification, and its extension to graphs is an active research direction. Diffused Adaptive Prediction Sets (DAP…