LLM for Mobile: An Initial Roadmap

Abstract

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 apply 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.

Publication
In ACM Transactions on Software Engineering and Methodology
Mingyi Zhou
Mingyi Zhou
Assistant Professor

I am in my final (forth) year as a PhD candidate at Monash University, Australia. I will join Beihang University as an Assistant Professor, working with Prof. Chunming Hu and Prof. Li Li.