Foundation Models in language, vision, and audio have been among the primary research topics in Machine Learning in 2024 whereas FMs for graph-structured data have somewhat lagged behind. In this post, we argue that the era of Graph FMs has already begun and provide a few examples of how one can use them already today. This post was written and edited by Michael Galkin and Michael Bronstein with significant contributions from Jianan Zhao, Haitao Mao, Zhaocheng Zhu.
