About Me
Hyundong Jin received the B.S degree in Electrical and Electronics Engineering from Chung-Ang University, in 2020, and the M.S degree in School of Computer Science and Engineering from Chung-Ang University in 2022.
He is currently Ph.D candidate in School of Computer Science of Chung-Ang University.
His research interests include deep learning, machine learning, continual learning, multi-modal learning, and computer vision.
He is most skilled in: Continual Learning. [CV]
Education
Chung-Ang University
Mar. 2022 - present
Ph.D. Candidate - School of Computer Science and Engineering (advisor: Eunwoo Kim)
Chung-Ang University
Mar. 2020 - Feb.2022
Master degree - School of Computer Science and Engineering (advisor: Eunwoo Kim)
Chung-Ang University
Mar. 2015 - Feb.2020
Bachelor degree - Electrical and Electronics Engineering.
International Conference
International Journal
IEEE Access 2023
International Journal
Impact Factor 3.476 (2023)
Task-Aware Dynamic Model Optimization for Multi-Task Learning,
Sujin Choi *, Hyundong Jin *, and Eunwoo Kim (* denotes for equal contribution) [Paper]
IEEE Access 2022
International Journal
Impact Factor 3.367 (2022)
Gating Mechanism in Deep Neural Networks for Resource-Efficient Continual Learning,
Hyundong Jin, Kimin Yun, and Eunwoo Kim [Paper]
Awards
2023.
Grand Prize, Big Data Utilization Contest
by Doosan Enerbility
2023.
Excellence Prize, Big Data Utilization Contest
by HD Hyundai XiteSolution
Patents
2023.
A Neural Network Apparatus and Neural Network Learning Method for Performing Continuous Learning Using a Correlation Analysis Algorithm Between Tasks
Republic of Korea. 10-2022-0101187
Project Experiences
2024 - present.
Time-Series Action Prediction and Segmentation
Funded by HD Hyundai Construction Equipment
2024 - present.
Multi-Modal Continual Learning with Context Understanding
Funded by National Research Foundation
2021 - 2023.
Learning Transferable Task Knowledge and Planner for Service Robots
Funded by Samsung Research Funding & Incubation Center
2020 - present.
Development of AI for Self-Improving Competency-Aware Learning
Funded by IITP
2020 - 2022.
Automated Deep Learning Technology for Multi-Task Learning
Funded by National Research Foundation
Invited Talks
Feb. 2023.
AhnLab,
Continual Learning
Feb. 2023.
Korean Computer Vision Society (KCVS),
Continual Learning session.
Dec. 2022.
Korean Artificial Intelligence Association (KAIA) and NAVER,
CV / NLP session.
Teaching Experiences
2024.
Machine Learning (Teaching Assistant) in Chung-Ang University (CAU)
2023.
Advanced Artificial Intelligence (Teaching Assistant) in Chung-Ang University (CAU)
2021.
Capstone Design (Teaching Assistant) in Chung-Ang University (CAU)
2020.
Visual Intelligence and it’s Applications in Electronics and Telecommunications Research Institute (ETRI)
2020.