@article{generalizinggraphfoundationmodelsviahype, title = {Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation}, author = {Yifan Jin and Qirui Ji and Bin Qin and Jiangmeng Li and Lixiang Liu and Fuchun Sun and Changwen Zheng}, year = {2026}, eprint = {2606.03307}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.03307}, }