Boosting Graph Neural Network Expressivity with Learnable Lanczos Constraints

Niloofar Azizi, Nils Kriege, Horst Bischof

Graph Neural Networks (GNNs) excel in handling graph-structured data but often underperform in link prediction tasks compared to classical methods, mainly due to the limitations of…