gyutae741 [at] jbnu.ac.kr
gyutae741 [at] jbnu.ac.kr
About Me
I am a PhD student at Jeonbuk National University, advised by Prof. Sang Jun Lee.
My research interests are efficient model architectures and deep learning model compression for edge computing in real-world industrial environments.
Currently, I am working on lightweight multi-task learning models for camera-based autonomous mobility systems and their real-time deployment on edge devices.
Ph.D.
Jeonbuk National University (2024.03 ~ present)
Division of Electronic and Information Engineering
M.S.
Jeonbuk National University (2022.03~2024.02)
Division of Electronic and Information Engineering
B.S.
Jeonbuk National University (2015.03~2022.02)
Division of Electronic Engineering
MECO: Mixture-of-Expert Codebooks for Multiple Dense Prediction Tasks
Gyutae Hwang, Sang Jun Lee
Sensors, 2025 (IF: 3.5)
LSTC-rPPG: Long Short-Term Convolutional Network for Remote Photoplethysmography
Jun Seong Lee, Gyutae Hwang, Moonwook Ryu, Sang Jun Lee
IEEE Conference on Computer Vision and Pattern Recognition Workshop on CVPM (CVPRW), 2023
Attention-LRCN: Long-term Recurrent Convolutional Network for Stress Detection from Photoplethysmography
Jiho Choi, Jun Seong Lee, Moonwook Ryu, Gyutae Hwang, Gyeongyeon Hwang, Sang Jun Lee
IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2022
한국연구재단 이공분야 학술연구지원사업 (박사과정생연구장려금), 2025.09~2027.08
JBNU G-FYF Fellowship, Jeonbuk National University, 2024
Best Paper Award, Institute of Embedded Engineering of Korea, 2023