Yuchen Jin

Yuchen Jin

Co-founder and CTO @ Hyperbolic
Prev: Senior engineering manager and tech lead @ 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

  • [ASPLOS'25] Relax: Composable Abstractions for End-to-End Dynamic Machine Learning
    Ruihang Lai, Junru Shao, Siyuan Feng, Steven Lyubomirsky, Bohan Hou, Wuwei Lin, Zihao Ye, Hongyi Jin, Yuchen Jin, Jiawei Liu, Lesheng Jin, Yaxing Cai, Ziheng Jiang, Yong Wu, Sunghyun Park, Prakalp Srivastava, Jared Roesch, Todd Mowry, Tianqi Chen
    • [pdf]

  • [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