Chiheng Lou

School of Compute Science, Peking University.

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I am currently a third-year Ph.D. student in the School of Computer Science at Peking University, co-advised by Prof. Hong Mei and Prof. Xin Jin.

I received my B.E. degree in computer science and technology from the University of Chinese Academy of Sciences in 2023.

My research interests include machine learning systems, distributed systems, and serverless computing.

Publications

  1. NSDI’26
    HydraServe: Minimizing Cold Start Latency for Serverless LLM Serving in Public Clouds
    Chiheng Lou, Sheng Qi, Chao Jin, and 5 more authors
    In 23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI 26) (to appear), 2026
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  2. arXiv
    WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving
    Chiheng Lou, Sheng Qi, Rui Kang, and 6 more authors
    arXiv:2512.09472, 2025
    PDF
  3. TON
    Efficient Far Memory-Aware Scheduling With FaMAS
    Chiheng Lou and Xin Jin
    IEEE Transactions on Networking, 2025
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  4. ASPLOS’24
    SoCFlow: Efficient and Scalable DNN Training on SoC-Clustered Edge Servers
    Daliang Xu, Mengwei Xu, Chiheng Lou, and 4 more authors
    In Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 24), 2024
    PDF
  5. TMC
    Efficient, Scalable, and Sustainable DNN Training on SoC-Clustered Edge Servers
    Mengwei Xu, Daliang Xu, Chiheng Lou, and 4 more authors
    IEEE Transactions on Mobile Computing, 2024
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