GraphUniverse: Synthetic Graph Generation for Evaluating Inductive Generalization

Louis Van Langendonck, Guillermo Bernárdez, Nina Miolane +1

A fundamental challenge in graph learning is understanding how models generalize to new, unseen graphs. While synthetic benchmarks offer controlled settings for analysis, existing…