Yi Pan (潘屹)

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I am Yi Pan (chinese: 潘屹, nickname: Conless), a senior undergraduate from ACM Honors Class of Shanghai Jiao Tong University, majoring in Computer Science. Currently, I am a research intern at the SyFI Lab in the University of Washington, advised by Prof. Baris Kasikci. Prior to that, I was fortunate to work with Prof. Quan Chen at SJTU EPCC Lab during my junior year.

Aiming to build efficient, scalable, and reliable systems, I have broad research interests in computer systems. My current research mainly focuses on datacenter systems and systems for machine learning.

In the future, I plan to pursue a Ph.D. in Computer Science, starting in Fall 2026. If you are interested in my research, please feel free to contact me.

News

Jan 2026 DynaFlow is accepted by MLSys’26! Paper and code will be released soon.
Dec 2025 MuxTune is accepted by NSDI’26! Check out our paper later.
Jul 2025 I’m attending OSDI’25 in Boston and presenting Magneton. Feel free to reach out!

Selected Publications

  1. dynaflow.png
    DynaFlow: Transparent and Flexible Intra-Device Parallelism via Programmable Operator Scheduling
    Yi Pan, Yile Gu, Jinbin Luo, Yibo Wu, Ziren Wang, Hongtao Zhang, Ziyi Xu, Shengkai Lin, Baris Kasikci, and Stephanie Wang
    9th Annual Conference on Machine Learning and Systems (MLSys’26, to appear), 2026
  2. muxtune.png
    MuxTune: Efficient Multi-Task LLM Fine-Tuning via Spatial-Temporal Backbone Multiplexing
    Chunyu Xue*, Yi Pan*, Weihao Cui, Quan Chen, Shulai Zhang, Bingsheng He, and Minyi Guo
    In 23nd USENIX Symposium on Networked Systems Design and Implementation (NSDI’26, to appear) , 2026
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