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., where I focus on 3D computer vision for lung CT 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.

News

  • πŸ“ Our paper has been accepted to ICCV 2025 🏝️. See you in Hawaii! (Jun 26, 2025)
  • πŸ“ Our paper has been accepted to MIDL 2025 πŸ‡ΊπŸ‡Έ. (May 01, 2025)
  • πŸŽ“ I have successfully defended my master's thesis! (Dec 02, 2024)
  • πŸ“ Our paper has been accepted to ICML 2024 πŸ‡¦πŸ‡Ή. (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“ Our paper has been accepted to IPIU 2024 as an oral presentation. (Jan 08, 2024)
  • 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)

  • Combinative Matching for Geometric Shape Assembly ICCV 2025
  • 3D Geometric Shape Assembly via Efficient Point Cloud Matching ICML 2024
    •     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)