Yuchen Jin

Yuchen Jin

MLSys engineer @ OctoML
Ph.D. @ Systems Lab, UW CSE
yuchenj@cs.washington.edu

Biography

I received my Ph.D. in Computer Science and Engineering at University of Washington, advised by Arvind Krishnamurthy. I'm interested in machine learning systems, AutoML, computer networks, and distributed systems. I received my bachelor's degree from Huazhong University of Science and Technology in 2015.

Publications

  • [ICLR'21] AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
    Yuchen Jin, Tianyi Zhou, Liangyu Zhao, Yibo Zhu, Chuanxiong Guo, Marco Canini, Arvind Krishnamurthy
  • [pdf] [OpenReview] [slides] [code]

  • [SOSP'19] Nexus: A GPU Cluster Engine for Accelerating DNN-Based Video Analysis
    Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
  • [pdf]

  • [SIGCOMM'19] Zooming in on Wide-area Latencies to a Global Cloud Provider
    Yuchen Jin, Sundararajan R, Ganesh Ananthanarayanan, Junchen Jiang, Venkat Padmanabhan, Manuel Schroder, Matt Calder, Arvind Krishnamurthy
  • [pdf] [slides]

  • Yuchen Jin, Colin Scott, Amogh Dhamdhere, Vasileios Giotsas, Arvind Krishnamurthy, Scott Shenker
  • [pdf] [slides] [code]  [monthly inferred AS relationships]

  • [Middleware'15] UniDrive: Synergize Multiple Consumer Cloud Storage Services
    Haowen Tang, Fangming Liu, Guobin Shen, Yuchen Jin, Chuanxiong Guo
  • [pdf]

Internships

  • Microsoft Research, Redmond, WA, June - Sept., 2020
    Mentor: Sharad Agarwal
  • ByteDance AI Lab, Bellevue, WA, Oct., 2018 - Mar., 2019
    Mentors: Yibo Zhu, Chang Lan, Chuanxiong Guo
  • Microsoft Research, Redmond, WA, June - Sept., 2017
    Mentors: Ganesh Ananthanarayanan, Venkat Padmanabhan