Nahyuk Lee

Research Scientist @ VUNO Inc.

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Seoul, South Korea
{first name}.{last name} at vuno.co
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I am a Research Scientist at VUNO Inc., focusing on 3D computer vision for lung CT analysis. Before joining VUNO, I was a Graduate Research Assistant at the POSTECH Computer Vision Lab, earning my M.S. in Computer Science and Engineering under Professor Minsu Cho. My research interests primarily include computer vision and deep learning, with a particular focus on learning visual correspondence and its application. If you are interested in my research projects, feel free to contact me via email or visit my Github and LinkedIn.

News

  • πŸ“ One paper has been accepted to MIDL 2025. (May 01, 2025)
  • πŸ“ One paper has been accepted to ICML 2024. (May 02, 2024)
  • πŸ—£οΈ I serve as a Graduate Student President for Dept. of CSE, POSTECH. (Feb 29, 2024)
  • πŸ† I won the Best Paper Award (Grand Prize) at IPIU 2024. (Feb 02, 2024) [Link]
  • πŸ† I won the 18th Kwanjeong Educational Foundation Fellowship. (Apr 27, 2023)
  • πŸ† I won the Bang Sung-Yang Graduate Fellowship. (Feb 20, 2023) [Link]

    • Education

  • Pohang University of Science and Technology (POSTECH), Pohang, Korea
    • (Feb 2023 - Feb 2025)
  • Chung-Ang University, Seoul, Korea
    • (Mar 2019 - Feb 2023)

    Work experience

  • Research Scientist (Military Obligation) (VUNO Inc., Seoul, Korea)
    • (Jan 2025 - now)

    Research experience

  • Graduate Research Assistant (Computer Vision Lab, POSTECH, Pohang, Korea)
    • (Jul 2022 - Feb 2025)
  • Undergraduate Research Fellowship (Computer Vision Lab, POSTECH, Pohang, Korea)
    • (Jan 2022 - Feb 2022)
  • Research Intern (Computer Vision Lab, Korea University, Seoul, Korea)
    • (Mar 2021 - Nov 2021)
  • Research Intern (Computer Graphics Lab, Chung-Ang University, Seoul, Korea)
    • (Dec 2019 - Feb 2021)

    Professional services

  • Journal Reviewer: TPAMI (2024-2025)
  • Conference Reviewer: ACCV Workshop (2024), ICLR (2025)

    • Publications (Selected)

  • 3D Geometric Shape Assembly via Efficient Point Cloud Matching ICML 2024
  • 3차원 κΈ°ν•˜ν•™μ  쑰립을 μœ„ν•œ 효율적인 점 ꡬ름 맀칭 IPIU 2024 (oral, best paper award)
  • Audio-Guided Image Manipulation for Artistic Paintings NeurIPSW 2021
    •     β†ͺ All Publications

    Honors and Awards (Selected)

  • 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)