jimmy9704@korea.ac.kr
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Hongjae Lee
Integrated M.S. & Ph.D. student @ Deep Image Processing Lab
Department of Electrical Engineering, Korea University.
I am a graduate student in the Deep Image Processing Lab, advised by Prof. Seung-Won Jung. I am currently pursuing the MS & Ph.D degree in Electrical Engineering at Korea University in Seoul, Korea. Previously, I completed my B.S. in Electronic Engineering at Kyunghee University. My research interests are including :
Efficient AI
Generative Models
Image Restoration
but not limited to.
Recent News
Jun 18, 2026 🎉 Two papers got accepted to ECCV 2026
Apr 30, 2026 🎉 Three papers got accepted to ICIP 2026
July 14, 2025 🎉 One paper has been accepted for publication in JVCI.
Jun 26, 2025 🎉 One paper got accepted to ICCV 2025
Education
Education
Integrated M.S. & Ph.D. Student in Electrical Engineering
(Advisor: Prof. Seung-Won Jung)
Feb, 2022 - Present
B.S in Electronic Engineering
Mar, 2016 - Feb, 2022
Selected Publications
Selected Publications
TaskTok: Delving into Task Tokens for Task-driven Image Restoration
Hongjae Lee, Sojung Kang, Jaeseong Yu, and Seung-Won Jung
ECCV 2026
LogicIR: Logic Gate Networks for Image Restoration
Hongjae Lee, Myungjun Son, Jaeseong Yu, and Seung-Won Jung
ECCV 2026
Text Embedding Knows How to Quantize Text-Guided Diffusion Models
Hongjae Lee, Myungjun Son, Dongjea Kang, and Seung-Won Jung
ICCV 2025
RefQSR: Reference-based Quantization for Image Super-Resolution Networks
Hongjae Lee, Jun-Sang Yoo, and Seung-Won Jung
IEEE TIP 2024
Publications
Publications
T2M4AR: Text to Motion Generation for Skeleton-based Action Recognition
Jun-Sang Yoo*, Hongjae Lee*, Sangmin Lee, Chunfei Ma, Byeongwon Lee, and Seung-Won Jung. (*equal contribution)
ICIP 2025
Bayer Convolution for Raw Image Processing
Jaeseong Yu, Hongjae Lee, Myungjun Son, and Seung-Won Jung.
ICIP 2025
Test-time image adaptation for semantic segmentation from noisy images via logit refinement and region-constrained activation maximization
Myungjun Son, Jaeseong Yu, Hongjae Lee, and Seung-Won Jung.
ICIP 2025
Quantization-friendly super-resolution: Unveiling the benefits of activation normalization
Dongjea Kang, Myungjun Son, Hongjae Lee, and Seung-Won Jung
Journal of Visual Communication and Image Representation 2025
Video Object Segmentation-aware Video Frame Interpolation
Jun-Sang Yoo, Hongjae Lee, and Seung-Won Jung
ICCV 2023
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data
Hongjae Lee, Changwoo Han, Jun-Sang Yoo, and Seung-Won Jung
ICCVW (oral) 2023
Hierarchical Spatiotemporal Transformers for Video Object Segmentation
Jun-Sang Yoo, Hongjae Lee, and Seung-Won Jung
ICCVW (oral) 2023
Monocular Depth Estimation Network with Single-Pixel Depth Guidance
Hongjae Lee, Jinbum Park, Wooseok Jeong, and Seung-Won Jung
Optics Letters 2022
Clustering-based plane segmentation neural network for urban scene modeling
Hongjae Lee, and Jiyoung Jung
Sensors 2021
Honors and Awards
Honors and Awards
Next-generation Engineering Researcher, IPESK, 2025
Best Paper Award (First Prize), Korea University–Samsung Electronics, 2024
Freshman Excellence Scholarship, Korea University, 2022
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