@article{autospeedannotationfreestageadaptivemoti, title = {AutoSpeed: Annotation-Free Stage-Adaptive Motion Speed Learning for Robot Manipulation}, author = {Qingda Hu and Ziheng Qiu and Jieru Zhao and Zhongxue Gan and Wenchao Ding}, year = {2026}, eprint = {2607.01051}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.01051}, }