Kyoungmin Lee

M.S. Student

kyoungmin at dgist.ac.kr

Research Interests

• Image-Text Multimodal
• Image-to-Image Translation & Style Transfer

Education

• M.S. Student in Artificial Intelligence, DGIST, Sep 2023 - present.

Publications

• Jihun Park*, Jongmin Gim*, Kyoungmin Lee*, Minseok Oh, Minwoo Choi, Jaeyeul Kim, Woo Chool Park, Sunghoon Im^†. “A Training-Free Style-aligned Image Generation with Scale-wise Autoregressive Model,” arXiv preprint ( arXiv ), 2026.
• Wonhyeok Choi, Kyumin Hwang, Jihun Park, Kyoungmin Lee, Seunghun Lee, Jaeyeul Kim, Minwoo Choi, Sunghoon Im^†. “TaskForce: Cooperative Multi-agent Reinforcement Learning for Multi-task Optimization,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
• Kyoungmin Lee*, Jihun Park*, Jongmin Gim*, Wonhyeok Choi, Kyumin Hwang, Jaeyeul Kim, Sunghoon Im^†. “A Training-Free Style-Personalization via SVD-Based Feature Decomposition,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
• Minseok Oh*, Jihun Park*, Jongmin Gim, Minwoo Choi, Kyoungmin Lee, Ferdinando Fioretto^†, Sunghoon Im^†. “FREESTYLE: An Anchor-Free Mechanism for Training-Free Style-Aligned Image Generation,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings, 2026.
• Jihun Park*, Kyoungmin Lee*, Jongmin Gim*, Hyeonseo Jo, Minseok Oh, Wonhyeok Choi, Kyumin Hwang, Jaeyeol Kim, Minwoo Choi, Sunghoon Im^†. “Infinite-Story: A Training-Free Consistent Text-to-Image Generation,” The Association for the Advancement of Artificial Intelligence (AAAI), 2026 (Oral).
• Jihun Park*, Jongmin Gim*, Kyoungmin Lee*, Seunghun Lee, Sunghoon Im†. “Style-Editor: Text-driven object-centric style editing”, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
• Jongmin Gim*, Jihun Park*, Kyoungmin Lee*, Sunghoon Im†. "Content-Adaptive Style Transfer: A Training-Free Approach with VQ Autoencoders", Asian Conference on Computer Vision (ACCV), 2024.

Scholarship & Awards

• Participation Prize, 30th HumanTech Paper Award, Samsung Electronics Co., Ltd., Jan 2024.