@article{looklessreasonmoreblockwiseattentionskip, title = {Look Less, Reason More: Block-wise Attention Skipping for Efficient Multimodal LLMs}, author = {Jie Ma and Zhike Qiu and Jiayi Ji and Xiaoshuai Sun and Rongrong Ji}, year = {2026}, eprint = {2606.08511}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.08511}, }