When mobile meets LLMs, mobile app users deserve to have more intelligent usage experiences. For this to happen, we argue that there is a strong need to appl LLMs for the mobile ecosystem. We therefore provide a research roadmap for guiding our fellow researchers to achieve that as a whole. In this roadmap, we sum up six directions that we believe are urgently required for research to enable native intelligence in mobile devices. In each direction, we further summarize the current research progress and the gaps that still need to be filled by our fellow researchers.
@article{arxiv.2407.06573,
title = {LLM for Mobile: An Initial Roadmap},
author = {Daihang Chen and Yonghui Liu and Mingyi Zhou and Yanjie Zhao and Haoyu Wang and Shuai Wang and Xiao Chen and Tegawendé F. Bissyandé and Jacques Klein and Li Li},
journal= {arXiv preprint arXiv:2407.06573},
year = {2024}
}