Sanghyeon Lee
Sanghyeon Lee
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I am a Ph.D. student in the School of Computer Science and Engineering at Kyungpook National University (KNU). I am a member of the Vision & Intelligent Systems Lab (🏠︎ VIS Lab), advised by Prof. Jong Taek Lee.
If you are interested in my research, feel free to contact me!
📧 Email: hyeon1263@knu.ac.kr
Research Topics
Deep Learning
Human Pose Estimation
Human Action Recognition
Selected Publications ( *: equal contribution )
Selected Publications ( *: equal contribution )
Discriminative Skeleton-based Action Recognition via Co-Learning with Motion Diffusion Model
Sanghyeon Lee, Ahmed Fakhry, Jinwoo Kim, Jong Taek Lee
IEEE Advanced Visual and Signal-Based Systems (AVSS), 2025
Wan-Gi Bae*, Sanghyeon Lee*, Jong Taek Lee
IEEE Advanced Visual and Signal-Based Systems (AVSS), 2025
Sanghyeon Lee, Jong Taek Lee
The Visual Computer, 2025 (SCIE, IF: 3.0)
Sanghyeon Lee, Yoonho Hwang, Jong Taek Lee
IEEE Access, 2024 (SCIE, IF: 3.4)
Learning 2D Human Poses for Better 3D Lifting via Multi-Model 3D-Guidance
Sanghyeon Lee*, Yoonho Hwang*, Jong Taek Lee
Asian Conference on Computer Vision (ACCV), 2024
Eunhee Park*, Sanghyeon Lee*, Tae-Du Jung, Ki-Su Park, Jong Taek Lee, Kyunghun Kang
Frontiers in Neurology, 2024 (SCIE, IF: 2.7)
Honors & Awards
Honors & Awards
Won the NRF Ph.D. Fellowship, National Research Foundation of Korea (NRF), 2025
Selected as IPESK Next-Generation Engineering Researcher, IPESK, 2024
KNU CSE Award (Excellence Award), KNU CSE, 2024
Professional Services
Professional Services
Conference Reviewer
Association for the Advancement of Artificial Intelligence (AAAI), 2026
Journal Reviewer
Pattern Recognition, 2025
Experiences
Experiences
Visiting Researcher, ETRI
Working with the Intelligent Robot System Research Section (July 2025 - August 2025)
Teaching Assistant, KNU
Introduction to Machine Learning (Spring 2025)
Mathematics for AI (Fall 2025, Fall 2024)
Probability and Statistics (Spring 2024, Fall 2023)
Artificial Intelligence (Spring 2023)
Projects
Projects
2024
Main Developer of "Multi-view Real-time 3D Human Posture Estimation for Clinical Motor Function Assessment" with ETRI
2023
Main Developer of "Prototype Development of a Studio-Based Clinical Motor Function Evaluation Platform" with ETRI
2022
Main Developer of "Multi-view Multi-person 3D Human Pose Estimation and Evaluation Software" with ETRI
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