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Jie You

Research Scientist
Meta, Bellevue WA

Contact

jieyou
-
EECS (CSE)
University of Michigan, Ann Arbor
4828 BBB
2260 Hayward St
Ann Arbor, MI 48109-2121

About Me

I am a research scientist at Meta. Previously I was a PhD student in Computer Science and Engineering, University of Michigan, advised by Prof. Mosharaf Chowdhury.

My current research focus is on efficiency and performance optimization of maching learning applications, and Green AI.

Before graduating from UMich, I got my B.S. degree from Shanghai Jiao Tong University in 2016.

Publications

  • [OSDI'23] AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models
    Fan Lai, Wei Zhang, Rui Liu, William Tsai, Xiaohan Wei, Yuxi Hu, Sabin Devkota, Jianyu Huang, Jongsoo Park, Xing Liu, Zeliang Chen, Ellie Wen, Paul Rivera, Jie You*, Chun-cheng Jason Chen, Mosharaf Chowdhury
    • [pdf]
  • [NSDI'23] Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training
    Jie You*, Jae-Won Chung∗, Mosharaf Chowdhury (∗Equal contribution)
    • [pdf] [code]
  • [NSDI'21] Ship Compute or Ship Data? Why Not Both?
    Jie You, Jingfeng Wu, Xin Jin, Mosharaf Chowdhury
    • [pdf] [code] [bibtex]
  • [Arxiv] Terra: Scalable Cross-Layer GDA Optimizations
    Jie You, Mosharaf Chowdhury
    • [pdf] [bibtex]
  • [NSDI'20] Sol: Fast Distributed Computation Over Slow Networks
    Fan Lai, Jie You, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
    • [pdf] [slides] [code] [bibtex]
  • [SPAA'19] Near Optimal Coflow Scheduling in Networks
    Mosharaf Chowdhury, Samir Khuller, Manish Purohit, Sheng Yang, Jie You
    • [pdf] [bibtex]