Yuchen Jin

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]


• [NSDI'19] Stable and Practical AS Relationship Inference with ProbLink
  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