@article{hyperbolicdeeplearningforfoundationmodel,
  title = {Hyperbolic Deep Learning for Foundation Models: A Survey},
  author = {Neil He and Hiren Madhu and Ngoc Bui and Menglin Yang and Rex Ying},
  year = {2025},
  eprint = {2507.17787},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.17787},
}