@article{mmedgeacceleratingondevicemultimodalinfe, title = {MMEdge: Accelerating On-device Multimodal Inference via Pipelined Sensing and Encoding}, author = {Runxi Huang and Mingxuan Yu and Mingyu Tsoi and Xiaomin Ouyang}, year = {2025}, eprint = {2510.25327}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.25327}, }