@article{hyperguidehyperbolicguidanceforefficient, title = {HyperGuide: Hyperbolic Guidance for Efficient Multi-Step Reasoning in Large Language Models}, author = {Yuyu Liu and Haotian Xu and Yanan He and Sarang Rajendra Patil and Mengjia Xu and Tengfei Ma}, year = {2026}, eprint = {2605.24140}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.24140}, }