Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings

Billy Joe Franks, Moshe Eliasof, Semih Cantürk +4

Recent advances in integrating positional and structural encodings (PSEs) into graph neural networks (GNNs) have significantly enhanced their performance across various graph learn…