Jie You - Meta Platforms

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. See my recent interview where I talk about optimizing GPU energy consumption for DNN training.

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

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[NSDI'23] Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training
Jie You*, Jae-Won Chung∗, Mosharaf Chowdhury (∗Equal contribution)

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[NSDI'21] Ship Compute or Ship Data? Why Not Both?
Jie You, Jingfeng Wu, Xin Jin, Mosharaf Chowdhury

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[Arxiv] Terra: Scalable Cross-Layer GDA Optimizations
Jie You, Mosharaf Chowdhury

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[NSDI'20] Sol: Fast Distributed Computation Over Slow Networks
Fan Lai, Jie You, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

[SPAA'19] Near Optimal Coflow Scheduling in Networks
Mosharaf Chowdhury, Samir Khuller, Manish Purohit, Sheng Yang, Jie You

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