Publications – Nahyuk Lee

* denotes equal contribution; † denotes equal advising.

Thesis

Combinative Matching for Geometric Assembly Master's Thesis, POSTECH

Nahyuk Lee (Committee: Minsu Cho, Jungseul Ok, Seungyong Lee)

OASIS dCollection

Conference Papers

PROSE: Training-Free Egocentric Scene Registration with Vision-Language Models arXiv 2026

Zhiang Chen*, Nahyuk Lee*, Boyang Sun, Taein Kwon, Marc Pollefeys, Zuria Bauer†, Sunghwan Hong†

Project Page arXiv Video Bibtex
TORA: Topological Representation Alignment for 3D Shape Assembly ECCV 2026

Nahyuk Lee*, Zhiang Chen*, Marc Pollefeys, Sunghwan Hong

Project Page arXiv Poster Bibtex Code
Combinative Matching for Geometric Shape Assembly ICCV 2025 Highlight

Nahyuk Lee*, Juhong Min*, Junhong Lee, Chunghyun Park, Minsu Cho

Project Page arXiv Poster Bibtex Code
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

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

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

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