I am an associate professor at the School of Artificial Intelligence and Computer Science at theShaanxi Normal University. I am also a member of the New Network Intelligent Information Service of National and Local Joint Engineering Research Center at Northwest University.
Mobile and edge devices are now essential for running advanced applications like real-time video analytics, augmented reality, and intelligent assistants. However, their limited computational power, memory, and energy constraints pose significant challenges. My research tackles these issues by exploring innovative solutions in program optimization, binary analysis, decompilation, and large language model (LLM) inference optimization, enabling high-performance and efficient applications on resource-constrained devices.
博导,现招收2026届硕士研究生2-3名(名誉博导,学校每年分给到学院的博士名额约为本年度总名额的1%-2%),感兴趣的同学请发送个人简历及本科成绩单到邮箱(renjie@snnu.edu.cn)。实验室配置独立高性能服务器(RTX 3090, A5000等),移动开发板NVIDIA Jetson AGX ORIN, TX2, Nano和Pixel 4, 6智能手机等移动设备,凡研究所需设备都尽力支持。希望你喜欢计算机专业, 对编程实践感兴趣, 有一定的科研追求和探索世界的欲望,self-motivated students。主要研究方向为高能效移动系统,具体围绕程序编译优化(程序逆向工程,迭代编译,AutoFDO等)、端侧AI(轻量级部署、快速推理、低成本分布式训练等)内容展开研究。希望可以为你的学习和成长提供充分的帮助,一起探索计算机中有趣的内容。
PS: 欢迎博士后加入团队,主打我有的你也有,平等自由合作,具备独立人格的PI。
PS: 科研过程主要由我主导,希望我们通力合作,做一些有趣有深度的研究,科研过程会有挑战,是一个迭代前进的过程,也是磨砺自己的过程。
PS: 欢迎厂商及不同领域研究人员沟通交流或给offer(工业界、高校及研究所-之前在IBM做过实习生,现在依然每天coding在前线),参与到产品研发或跨学科解决对方行业痛点,如果有博士点希望最少能每2年分到一个博士名额。
国家自然科学基金面上项目, PI, 2024 - 2027
陕西省重点研发计划-一般项目, PI, 2023 - 2024
国家自然科学基金青年项目, PI, 2020 - 2022
Natural Science Basic Research Program of Shaanxi Province, PI, 2019 - 2021
Fundamental Research Funds for the Central Universities, PI, 2018 - 2019
Shaanxi Normal University Early Career Grant, PI, 2017 -