@article{spatialawarereductionframeworktowardseff, title = {Spatial-Aware Reduction Framework: Towards Efficient and Faithful Visual State Space Models}, author = {Jindi Lv and Aoyu Li and Yuhao Zhou and Zheng Zhu and Xiaofeng Wang and Qing Ye and Yueqi Duan and Wentao Feng and Jiancheng Lv}, year = {2026}, eprint = {2606.19932}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.19932}, }