@article{safeprunersemanticattentionguidedfuturea, title = {SAFE-Pruner: Semantic Attention-Guided Future-Aware Token Pruning for Efficient Vision-Language-Action Manipulation}, author = {Shilin Ma and Chubin Zhang and Changyuan Wang and Yuji Wang and Yue Wu and Zixuan Wang and Jingqi Tian and Zheng Zhu and Yansong Tang}, year = {2026}, eprint = {2605.29662}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.29662}, }