Minglei Shi 史明磊

I am a fourth-year undergraduate student in the Department of Automation at Tsinghua University, advised by Prof. Jiwen Lu and Prof. Jie Zhou. I am broadly interested in computer vision and deep learning. My current research focuses on efficient AI and generative models.

Email  /  Github  /  Phone

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News

  • 2025-03: DiffMoE is released. A nice academic journey with co-authors.
  • 2024-09: FlowTurbo is accepted to NeurIPS 2024. A nice academic journey with Wenliang Zhao.
  • 2024-06: One Paper is accepted to Particuology. A memorable srt with Zirui Xia and Quan Zou.

    • Publications

    * equal contribution

    DiffMoE: Dynamic Token Selection for Scalable Diffusion Transformers
    Minglei Shi*, Ziyang Yuan*, Haotian Yang, Xintao Wang, Mingwu Zheng, Xin Tao, Wenliang Zhao, Wenzhao Zheng, Jie Zhou, Jiwen Lu, Pengfei Wan, Di Zhang, Kun Gai
    Under Review
    project page / arXiv / code

    Proposed DiffMoE to effectively scale DiT models, achieving 3× performance with only 1× activation parameters.

    FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
    Wenliang Zhao*, Minglei Shi*, Xumin Yu, Jie Zhou, Jiwen Lu
    NeurIPS, 2024
    project page / arXiv / code

    Developed acceleration framework for diffusion models, achieving 38.6ms/img (FID50K=3.93).

    Voidage correction method for DEM study of 3D pebble flows in a bed of cycloidal base
    Zirui Xia, Minglei Shi, Quan Zou, Nan Gui, Xingtuan Yang, Jiyuan Tu, Shengyao Jiang
    Particuology, 2024
    ScienceDirect

    A method of voidage correction for DEM-based simulation is proposed.

    Honors and Awards

    Scholarships

    • Tsinghua University Special Scholarship - 2024 (Highest honor at Tsinghua University)
    • National Scholarship - 2024 (Top 2% in Tsinghua)
    • Zheng Weimin Scholarship - 2024 (Top 2% in Dep. of Automation)
    • Wang Dazhong Scholarship - 2023 (Top 1 in Dep. of Automation of Tsinghua)
    • Outstanding Comprehensive Scholarship - 2022 (Top 5% in Dep. of Automation of Tsinghua)
    • Love Reading Scholarship - 2021

    Other Honors and Awards

    • Outstanding Participant, Tsinghua LinFeng Development Program - 2024
    • Five-Star Volunteer Award, Tsinghua University - 2024
    • Best Creative Team Award, Beijing Youth Digital Innovation Competition - 2024
    • Excellent Design Award, Interdisciplinary Training Project - 2024
    • Outstanding Communist Party Member, Dept. of Automation - 2024
    • Person of the Year, Dept. of Automation - 2023
    • First Prize, Tsinghua Software Design Competition - 2023
    • Gold Medal, Social Practice Program - 2023

    Leadership & Activities

    President of Student Qilu Cultural Exchange Association

    Tsinghua University | 2024 - Present

    Deputy Secretary of Youth League Committee

    Department of Automation, Tsinghua University | Dec 2023 - Jan 2025

    Founder of Multiple Brand Projects

    Tsinghua University | 2022 - 2024

    • Qingya Program: Rural education initiative providing tutoring to 500+ students
    • Qinglu Yixiang: Cultural exchange program between Shandong and Beijing
    • Zidong Shangdi: Community service program in Haidian District
    • A-Star Exploration: Rural research and development initiative

    Miscellaneous

    Interests: Basketball, Rubik's Cube, Photography
    Sports: Regular participant in Tsinghua sports competitions including "Last Kick", "Purple Summit", and "Ma Yuehan Cup" tournaments