Hi, I’m Woohyeon Baek. I’m planning to apply for a PhD program at the end of the year and currently looking for an advisor. I got my B.S. degree in Computer Science and Engineering from Seoul National University. You can contact me at baneling100 at snu dot ac dot kr.

Academic Interests

Systems for Machine Learning
Compiler Optimization

Education

Seoul National University

B.S. in Computer Science and Engineering. Summa Cum Laude.
Mar 2017 - Feb 2023
Liquid: Mix-and-Match Multiple Image Formats to Balance DNN Training Pipeline. Excellent Thesis Award.

Publications and Preprints

Woohyeon Baek, Jonghyun Bae, Donghyun Lee, Hyunwoong Bae, Yeonhong Park, Jae W. Lee. Liquid: Mix-and-Match Multiple Image Formats to Balance DNN Training Pipeline. [paper]. APSys ‘23
Jonghyun Baek, Woohyeon Baek, Tae Jun Ham, Jae W. Lee. L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training. [paper]. ECCV ‘22

Research Experience

Undergraduate Research Assistant at SNU Architecture and Code Optimization Lab with Prof. Jae W. Lee (Jan 2021 - Feb 2023).
Undergraduate Research Assistant at SNU Computer Theory and Applications Lab with Prof. Kunsoo Park (Jul 2018 - Dec 2018).

Teaching Experience

LLVM Project Developer for Principles and Practices of Software Development (M1522.002400) at SNU Software Foundations Lab. (Mar 2023 - Jun 2023).
Teaching Assistant for Principles and Practices of Software Development (M1522.002400) at SNU Software Foundations Lab (Mar 2022 - Jun 2022).
Peer Tutoring for International Students in Seoul National University (Sep 2022 - Feb 2023).

Extracurricular Activities

Bacchus: SNUCSE Administrator Group (Sep 2021 - ).
- Project Leader for SNUCSE GPU Service.
- Project Developer for SNUCSE Website.
- Project Developer for SNUCSE ID.
SNUPS: SNUCSE Problem Solvers (Mar 2017 - Dec 2018).
- 2017 ACM-ICPC Asia Daejeon Regional Contest, 19th place (First Round, 5th place)