@article{qzoomqueryawareadaptiveperceptionforeffi, title = {Q-Zoom: Query-Aware Adaptive Perception for Efficient Multimodal Large Language Models}, author = {Yuheng Shi and Xiaohuan Pei and Linfeng Wen and Minjing Dong and Chang Xu}, year = {2026}, eprint = {2604.06912}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.06912}, }