Nahyuk Lee

Thesis

• Combinative Matching for Geometric Assembly Master's Thesis, POSTECH

  Nahyuk Lee (Committee: Minsu Cho, Jungseul Ok, Seungyong Lee)
  [OASIS] [dCollection]

Conference papers

• Combinative Matching for Geometric Shape Assembly ICCV 2025 (highlight presentation)

  Nahyuk Lee*, Juhong Min*, Junhong Lee, Chunghyun Park, Minsu Cho (*equal contribution)
  [Project Page] [arXiv] [Poster] [Bibtex]

• Attention-based Interpretable Deep Learning with Radiomic Features for Pulmonary Nodule Classification MIDL 2025 Short Paper

  Doohyun Park, Nahyuk Lee, Sungjoo Lim
  [OpenReview] [Bibtex]

• 3D Geometric Shape Assembly via Efficient Point Cloud Matching ICML 2024

  Nahyuk Lee*, Juhong Min*, Junha Lee, Seungwook Kim, Kanghee Lee, Jaesik Park, Minsu Cho (*equal contribution)
  [Project Page] [arXiv] [Poster] [Bibtex] [Code]

• A Study on the Prediction of Emotion from Image by Time-flow depend on Color Analysis CSCI 2020

  Taemin Lee, Nahyuk Lee, Sanghyun Seo, Dongwann Kang
  [Open Access] [Bibtex] [Code]

Workshop papers

• 3차원 기하학적 조립을 위한 효율적인 점 구름 매칭 IPIU 2024 (oral, best paper award)

  Nahyuk Lee, Juhong Min, Junha Lee, Seungwook Kim, Kanghee Lee, Jaesik Park, Minsu Cho
  [PDF]

• Audio-Guided Image Manipulation for Artistic Paintings NeurIPSW 2021

  Seung Hyun Lee, Nahyuk Lee, Chanyoung Kim, Wonjeong Ryoo, Jinkyu Kim, Sang Ho Yoon, Sangpil Kim
  [Project Page] [PDF] [Bibtex]

Journal papers

• Bi-Directional Point Flow Estimation with Multi-Scale Attention for Deformable Lung CT Registration Applied Sciences 2025

  Nahyuk Lee, Taemin Lee
  [Open Access] [Bibtex]

• The Study for Emotion Analysis from Images depend on Machine Learning Models JDCS 2021

  Nahyuk Lee, Taemin Lee
  [DBPia] [Bibtex]

• Development of 3D Reconstruction and Object Recognition Model using Video JDCS 2020

  Nahyuk Lee, Kyungtaek Lee, Youngsup Park, Sanghyun Seo, Taemin Lee
  [DBpia] [Bibtex]