Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation

Yifan Jin, Qirui Ji, Bin Qin +4

Graph foundation models (GFMs) emerged as a dominant paradigm in graph representation learning by leveraging large-scale pre-training for cross-domain inference. However, the param…