Pedro Almagro-Blanco

works on

geometric renormalization 1 graph coarsening 1 graph neural networks 1 scale-equivariant learning 1 zero-shot transfer 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

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

Robert Jankowski, Pedro Almagro-Blanco, MariÃ¡n BoguÃ±Ã¡ +2

The paper proposes training graph neural networks on geometrically renormalized, coarse‑grained versions of a graph and then directly applying the learned weights to the original f…