@article{riemanniangeometryspeakslouderthanwordsf,
  title = {Riemannian Geometry Speaks Louder Than Words: From Graph Foundation Model to Next-Generation Graph Intelligence},
  author = {Philip S. Yu and Li Sun},
  year = {2026},
  eprint = {2603.21601},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.21601},
}