Sunwoo Lee
Scholar

Sunwoo Lee

Google Scholar ID: WA9KNNcAAAAJ
Assistant Professor, Inha University
Machine LearningFederated LearningDistributed OptimizationHigh-Performance Computing
Citations & Impact
All-time
Citations
613
 
H-index
14
 
i10-index
19
 
Publications
20
 
Co-authors
67
list available
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Research Experience
  • - Currently a tenure-track assistant professor in Computer Science and Engineering at Inha University and the director of LMLS-Lab
  • - Worked as a postdoctoral researcher at the University of Southern California (USC), under the supervision of Prof. Salman Avestimehr
Education
  • - Ph.D. from Northwestern University, advised by Prof. Alok Choudhary and Prof. Wei-keng Liao
  • - M.S. and B.S. degrees from Hanyang University, South Korea
  • - Before receiving his Ph.D., he worked as a system software researcher at Samsung Electronics, Memory Solutions Lab
Background
  • His research interests lie in the intersection of Machine Learning and High-Performance Computing. Specifically, he focuses on designing and implementing large-scale system-aware Machine Learning algorithms and applying them to real-world problems. Currently, he is a tenure-track assistant professor in Computer Science and Engineering at Inha University, South Korea, and the director of Large-Scale Machine Learning Systems lab (LMLS-Lab).