Graphlets as Building Blocks for Structural Vocabulary in Knowledge Graph Foundation Models

arXiv:2605.06154v1 Announce Type: new Abstract: Foundation models excel at language, where sentences become tokens, and vision, where images become pixels, because both reduce to discrete symbols on a shared, fixed grid. Knowledge Graphs share the discreteness, but not the geometry. Their entities...