@article{pevlmparallelencodingforvisionlanguage, title = {PEVLM: Parallel Encoding for Vision-Language Models}, author = {Letian Kang and Shixian Luo and Yiqiang Li and Xiaoyang Yu and Shenxuan Zhou and Yong Wu}, year = {2025}, eprint = {2506.19651}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.19651v1}, }