I'm Jinkyu Kim.
I am a Ph.D. student at the SNU Computer Vision Lab under the supervision of Prof. Bohyung Han.
My current research focuses on federated learning, addressing data governance and privacy challenges through collaborative algorithm training, thereby eliminating the need for raw data exchange.
About me
I am a fourth-year graduate student majoring in machine learning and computer vision. I find it fascinating to witness how emerging technologies drive progress in our world, and my goal is to contribute to this development.
- Birth:1995.03
- Nationality:South Korea
Education
Ph.D. Candidate
Seoul National University•Mar 2021 - Current
Electrical and Computer Engineering
B.S.
Seoul National University•Mar 2014 - Feb 2021
Electrical and Computer Engineering
Publications
Relaxed Contrastive Learning for Federated Learning
Seonguk Seo*, Jinkyu Kim*, Geeho Kim*, Bohyung Han
CVPR 2024
Communication-Efficient Federated Learning with Accelerated Client Gradient
Geeho Kim*, Jinkyu Kim*, Bohyung Han
CVPR 2024
Multi-Level Branched Regularization for Federated Learning
Jinkyu Kim*, Geeho Kim*, Bohyung Han
ICML 2022
Experience
Intern
Samsung Seoul R&D Campus•Jun 2019 - Aug 2019
Military Service
Republic of Korea Airforce•Apr 2016 - Apr 2018
Get in touch.
- Github
- Github
- GoogleScholar
- Google Scholar