Train Small, Deploy Large: Zero-Shot GNN Transfer Through Geometric Renormalization

Robert Jankowski, Pedro Almagro-Blanco, Marián Boguñá +2

Graph neural networks (GNNs) can operate on large graphs but become infrastructure-sensitive at the scale of millions of nodes and typically require scalable training techniques fo…