@article{freemorefinstantlymultiplexingcontextper, title = {Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs within Single Inference}, author = {Kuo Wang and Quanlong Zheng and Junlin Xie and Yanhao Zhang and Jinguo Luo and Haonan Lu and Liang Lin and Fan Zhou and Guanbin Li}, year = {2025}, eprint = {2508.02134}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.02134}, }