publications

2024

  1. PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch
    Kinman Lei, Yuyang Jin, Mingshu Zhai, and 3 more authors
    In 2024 USENIX Annual Technical Conference (USENIX ATC 24), 2024

2023

  1. GraphSet: High Performance Graph Mining through Equivalent Set Transformations
    Tianhui Shi, Jidong Zhai, Haojie Wang, and 5 more authors
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023, 2023
  2. SmartMoE: Efficiently Training Sparsely-Activated Models through Combining Offline and Online Parallelization
    Mingshu Zhai, Jiaao He, Zixuan Ma, and 3 more authors
    In 2023 USENIX Annual Technical Conference (USENIX ATC 23), 2023

2022

  1. Critique of “A parallel framework for constraint-based Bayesian network learning via Markov blanket discovery” by SCC team from Tsinghua University
    Juncheng Cao, Kaiyuan Rong, Mingshu Zhai, and 5 more authors
    IEEE Transactions on Parallel and Distributed Systems, 2022

2021

  1. Critique of “MemXCT: memory-centric X-ray CT reconstruction with massive parallelization” by SCC Team from Tsinghua University
    Runxin Zhong, Jiajie Chen, Chen Zhang, and 6 more authors
    IEEE Transactions on Parallel and Distributed Systems, 2021

2020

  1. GraphPi: high performance graph pattern matching through effective redundancy elimination
    Tianhui Shi, Mingshu Zhai, Yi Xu, and 1 more author
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2020, Virtual Event / Atlanta, Georgia, USA, November 9-19, 2020, 2020