Publications

* denotes equal contribution

2026

  1. 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

2025

  1. magneton.png
    Magneton: Optimizing Energy Efficiency of ML Systems via Differential Energy Debugging
    Yi Pan*, Wenbo Qian*, Dedong Xie, Ruiyan Hu, Yigong Hu, and Baris Kasikci
    arXiv preprint, 2025
    arXiv
  2. 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, Stephanie Wang, and Baris Kasikci
    arXiv preprint, 2025