Minhui Xie

Ph.D. Student

Storage Research Group

Department of Computer Science and Technology

Tsinghua University

Room 8-201, East Main Building, Tsinghua University, Beijing, China

Email: xmh19 AT mails dot tsinghua dot edu dot cn


About Me

I am Minhui Xie, a third-year Ph.D. student from Tsinghua University. My main research interests include ML4Sys and Sys4ML. I am so excited about the interact field between ML and System.


Education

Ph.D.

in Department of Computer Science, Tsinghua University

2019 - present

B.S.

in Department of Computer Science, Nanjing University

2015 - 2019


Publication Lists

  • Fleche: An Efficient GPU Embedding Cache for Personalized Recommendations.
    Minhui Xie, Youyou Lu, Jiazhen Lin, Qing Wang, Jian Gao, Kai Ren, Jiwu Shu,
    The 17th European Conference on Computer Systems (EuroSys'22), 2022
    PDF
  • Nap: Persistent Memory Indexes for NUMA Architectures.
    Qing Wang, Youyou Lu, Junru Li, Minhui Xie, Jiwu Shu,
    ACM Transactions on Storage (TOS), 2022
    PDF
  • Kraken: Memory Efficient Continual Learning for Large-Scale Real-Time Recommendations.
    Minhui Xie, Kai Ren, Youyou Lu, Guangxu Yang, Qingxing Xu, Bihai Wu, Jiazhen Lin, Hongbo Ao, Wanhong Xu, Jiwu Shu,
    Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'20), 2020
    PDF

Honors Awarded

  • Tsinghua First-class Scholarship (2021)
  • Student Grant from USENIX FAST, 2021

Services

  • OSDI, 2020, AE Reviewer

Teaching

  • 2021, TA, Computer Organization and Architecture, Undergraduate
  • 2020, TA, Computer Organization and Architecture, Undergraduate