Nahyuk Lee
Computer Vision Researcher
{first name}.{last name} at postech.ac.kr
I am a Research Scientist at VUNO Inc., where I focus on 3D computer vision for medical image analysis. Before joining VUNO, I was a Graduate Research Assistant at the POSTECH Computer Vision Lab, where I earned my M.S. in Computer Science and Engineering under Professor Minsu Cho. My research interests lie primarily in computer vision and deep learning, with a particular focus on learning visual correspondence and its applications. If you're interested in my research, feel free to contact me via email or visit my GitHub and LinkedIn.
Education
- Pohang University of Science and Technology (POSTECH), Pohang, Korea
- M.S. in Computer Science and Engineering
Advised by Professor Minsu Cho
(Feb 2023 - Feb 2025)
- Chung-Ang University, Seoul, Korea
- B.S. in Computer Science and Engineering
Advised by Professor Junseok Kwon | GPA: 4.31/4.5 (Summa Cum Laude)
(Mar 2019 - Feb 2023)
Work experience
- Research Scientist (Military Obligation) (VUNO Inc., Seoul, Korea)
- Topic: 3D Vision for medical image analysis
Supervised by Dr. Sunghoon Joo
(Jan 2025 - now)
Research experience
- Graduate Research Assistant (Computer Vision Lab, POSTECH, Pohang, Korea)
- Topic: 3D Vision, Visual correspondence and its applications
Supervised by Professor Minsu Cho
(Jul 2022 - Feb 2025)
- Undergraduate Research Fellowship (Computer Vision Lab, POSTECH, Pohang, Korea)
- Topic: 3D Vision
Supervised by Professor Jaesik Park
(Jan 2022 - Feb 2022)
- Research Intern (Computer Vision Lab, Korea University, Seoul, Korea)
- Topic: Multi-modal generative model, Event vision
Supervised by Professor Sangpil Kim
(Mar 2021 - Nov 2021)
- Research Intern (Computer Graphics Lab, Chung-Ang University, Seoul, Korea)
- Topic: 3D Vision, Effective Computing
Supervised by Professor Sanghyun Seo and Professor Kyunghyun Yoon
(Dec 2019 - Feb 2021)
Publications (Selected)
IEEE/CVF International Conference on Computer Vision (ICCV) 2025
Highlight presentation (263/11,152 = 2.35%)
International Conference on Machine Learning (ICML) 2024
IPIU 2024 Best Paper Award (Grand Prize, 1/311 = 0.3%)
Invited presentation at Samsung AI Forum (SAIF) 2024
Invited presentation at Samsung AI Forum (SAIF) 2024
Neural Information Processing Systems (NeurIPS) 2021 Workshop on ML4CD
Professional services
- Journal Reviewer: TPAMI (2024-2025)
- Conference Reviewer: 3DV (2026), ICLR (2025), CoRLW (2025), ACCVW (2024)
Honors and Awards (Selected)
- Travel Grant - IEEE/CVF International Conference on Computer Vision (ICCV) (2025)
- Best Paper Award at IPIU (2024), Grand Prize, awarded to 1st of 311 papers (= 0.3%)
- 18th Kwanjeong Educational Foundation Fellowship (2023), Winner - $17,000
- Bang Sung-Yang Graduate Fellowship (2023), Winner - $1,200
- Summa Cum Laude at Chung-Ang Univ. (2023)
- 16th Kwanjeong Educational Foundation Fellowship (2021), Winner - $16,500
- Dean's List at Chung-Ang Univ. (2019 Fall, 2020 Spring, 2020 Fall, 2021 Fall)
Teaching experience
- Teaching Assistant (Pohang University of Science and Technology (POSTECH), Pohang, Korea)
- - [CSED537/AIGS537] Artificial Intelligence & Data Science, 2024 Spring
(Feb 2024 - Mar 2024)
- Instructor (Ministry of National Defense, Republic of Korea, Seoul, Korea)
- Lectures on AI projects for South Korean soldiers and short-term service officers
(Nov 2022 - Dec 2022)
- Instructor (Samsung Electronics Co., Ltd, Suwon, Korea)
- Lectures on data science & machine learning for newcomers (DS division)
(Aug 2022 - Oct 2022)
- Teaching Assistant (Chung-Ang University, Seoul, Korea)
- - [GE 56423] Computational Thinking and AI Literacy, 2022 Fall
- [GE 52431] Understanding SW Programming for Problem Solving, 2020 Fall ~ 2022 Spring
- [GE 51368] Computational Thinking and Problem Solving, 2021 Spring ~ 2021 Fall
- [CSE 17086] Discrete Mathematics, 2021 Fall
(Sep 2020 - Dec 2022)
Leadership
- Graduate Student President (Department of CSE, POSTECH, Pohang, Korea)
- President of graduate school council of Department of CSE, POSTECH.
(Feb 2024 - Feb 2025)
- Vice President (Kwanjeong Educational Foundation Fellowship Mensches, Seoul, Korea)
- Vice president of 18th Kwanjeong Educational Foundation Fellowship mensches
(Jul 2023 - Jul 2024)
Language skills
- Korean (native)
- English (fluent)
