@article{tempofitplugandplaylayerwisetemporalkvme, title = {TempoFit: Plug-and-Play Layer-Wise Temporal KV Memory for Long-Horizon Vision-Language-Action Manipulation}, author = {Jun Sun and Boyu Yang and Jiahao Zhang and Ning Ma and Chencheng Wu and Siqing Zhang and Yiou Huang and Qiufeng Wang and Shan Liang and Yaran Chen}, year = {2026}, eprint = {2603.07647}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.07647}, }