@article{omnirefinealignmentawarecooperativecompr, title = {OmniRefine: Alignment-Aware Cooperative Compression for Efficient Omnimodal Large Language Models}, author = {Yuchen Deng and Zidang Cai and Hai-Tao Zheng and Jie Wang and Feidiao Yang and Yuxing Han}, year = {2026}, eprint = {2605.12056}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.12056}, }