Publications

* denotes equal contribution

2026

  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

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