Bei Ouyang 🐏
Bei Ouyang

Master Student

Sun Yat-sen University

About Me

I am a second-year Master’s student majoring in computer science at Sun Yat-sen University, currently working with Prof. Xu Chen. My current research interests focus on resource-efficient AI, particularly deploying models on resource-constrained edge devices. Before pursuing my Master’s degree, I received my B.E. degree from Sun Yat-sen University advised by Prof. Yu Chao.

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Interests
  • Edge Intelligence
  • Resource-efficient LLM
Education

  • M.S. in Computer Science

    Sun Yat-sen University

  • B.E. in Computer Science

    Sun Yat-sen University

Featured Publications
Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices
Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-Tuning
Recent Publications
Shengyuan Ye, Bei Ouyang, Liekang Zeng, Tianyi Qian, Xiaowen Chu, Jian Tang, Xu Chen (2024). Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices. In INFOCOM'25.
Bei Ouyang, Shengyuan Ye, Liekang Zeng, Tianyi Qian, Jingyi Li, Xu Chen (2024). Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-Tuning. In ICPP'24.
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