Yeonkyung Lee

About Me

Hello! 🤗 I’m a M.S. student at MICV Lab (Prof. Seong Jae Hwang), Yonsei University. My research interests include Vision-Language Models, Efficient Models, and Medical Image Analysis. I am actively looking for internship opportunities and open to collaborations.

Latest News

• Feb 2026 Our Paper 💫ViKey💫 has been accepted to CVPR 2026!
• May 2025 Our Paper 💫PRETI💫 has been accepted to MICCAI 2025!
• Feb 2025 One Paper has been accepted to CVPR 2025!

Research Experience

Publications

Vikey: Enhancing Temporal Understanding in Videos via Visual Prompting

CVPR 2026

Yeonkyung Lee^*, Dayun Ju^*, Youngmin Kim, Seil Kang, Seong Jae Hwang (^*Equal contribution)

COMING SOON

PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning

MICCAI 2025 EARLY ACCEPT

Yeonkyung Lee, Woojung Han, Youngjun Jun, Hyeonmin Kim, Jungkyung Cho, Seong Jae Hwang

PAPER CODE

Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis

CVPR 2025

Woojung Han, Yeonkyung Lee, Chanyoung Kim, Kwanghyun Park, Seong Jae Hwang

PAPER CODE

Query-Aligned Selective Injection for Mitigating Reference Bias in Motion Transfer

ECCV 2026 under review

Sunyoung Jung, Jiwoo Park, Yeonkyung Lee, Tae Eun Choi, Woojung Han, Seong Jae Hwang

COMING SOON

AQUA: Aligned Query Fusion for Reference-Unbiased and Temporally Consistent Video Motion Transfer

2025 preprint

Jiwoo Park, Sunyoung Jung, Yeonkyung Lee, Tae Eun Choi, Seong Jae Hwang

COMING SOON

Projects

• coming soon.

Awards & Honors

• Excellence Award in the Idea Planning category at the PPS Big Data Competition (2022.04)
• The Best Paper Award by Korean Institute of Intelligent Systems (2021.11)