About me
About me
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Sanghyeok Lee
I earned my Ph.D. in the Department of Computer Sciences at Korea University, advised by Prof. Hyunwoo J. Kim (Machine Learning & Vision Lab, MLV Lab). Starting in September 2025, I will begin a postdoctoral position at KAIST.
My research interests include Efficient Deep Learning, Efficient Adaptation, Computer Vision, 3D Vision, and Multi-modal Learning.
Visit CV and Publications for more information.
Contact: cat0626 [at] korea [dot] ac [dot] kr
Featured News
Featured News
2025
May
(May) Serve as a Program Committee member for the MICCAI 3rd International Workshop on Foundation Models for General Medical AI.
Feb
One paper (EfficientViM) got accepted to CVPR 2025.
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
2024
Aug
Receive the Outstanding Paper Award @ Korea Univ.
May
Serve as a Program Committee member for the MICCAI 2nd International Workshop on Foundation Models for General Medical AI.
Feb
Two papers (MCTF, vid-TLDR) got accepted to CVPR 2024. (Travel Award)
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers
vid-TLDR: Training Free Token merging for Light-weight Video Transformer
2023
Jul
One paper (RPO) got accepted to ICCV 2023.
Read-only Prompt Optimization for Vision-Language Few-shot Learning
2021
Jul
One paper (PointWOLF) got accepted to ICCV 2021.
Point Cloud Augmentation with Weighted Local Transformations
News History
News History
2025
(Sep) [Upcoming] Start a postdoctoral position at KAIST.
(May) Serve as a Program Committee member for the MICCAI 3rd International Workshop on Foundation Models for General Medical AI.
(Apr) Hit the 300 citations milestone on Google Scholar!
(Feb) One paper (EfficientViM) got accepted to CVPR 2025.
2024
(Aug) Receive the Outstanding Paper Award @ Korea Univ.
(May) Serve as a Program Committee member for the MICCAI 2nd International Workshop on Foundation Models for General Medical AI.
(Mar) Invited talk on Token Reductions for Efficient Vision Transformers at Naver AI Lab (Naver 1784).
(Feb) Two papers (MCTF, vid-TLDR) got accepted to CVPR 2024. (Travel Award)
2023
(Aug) Invited poster presentation of SageMix at KCCV 2023.
(Jul) One paper (RPO) got accepted to ICCV 2023.
(Feb) Invited talk and tutorial on 3D Point Cloud and Transformer at Korean Computer Vision Society (KCVS) Workshop
(Feb) One paper (SPoTr) got accepted to CVPR 2023.
2022
(Sep) One paper (SageMix) got accepted to NeurIPS 2022. (Travel Award)
(Aug) Invited poster presentation of PointWOLF at KCCV 2022.
2021
(Jul) One paper (PointWOLF) got accepted to ICCV 2021.
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