Jihwan Won received his BS degree in mechanical engineering from Dankook University, South Korea. He is currently pursuing the Ph. D. degree in computer engineering at Kwangwoon University, Seoul, South Korea.
His research interests include machine learning and deep learning algorithms, with a focus on human action recognition, graph neural networks, and multimodal learning.
Publications
Awards
- Best Poster Award - “그래프 뉴럴 네트워크를 이용한 IMU 기반 행동 분류 알고리즘”
원지환, 박철수, 대한의용생체공학회 추계학술대회, Nov 2022
Patents
뉴럴 네트워크를 활용한 웨어러블 디바이스 사용자 행동 분류를 위한 특징 추출 방법 및 시스템
박철수, 원지환, 출원번호: 10-2023-0162849, 2023웨어러블 디바이스를 이용한 움직임 특징 추출 알고리즘
박철수, 원지환, 출원번호: 10-2023-0162840, 2023연합 학습 시스템에서 비정상 모델 클러스터링 방법
박철수, 원지환, 출원번호: 10-2022-0177276, 2022
Interests
- Machine Learning
- Deep Learning
- Skeleton-based Action Recognition
- Graph Neural Networks
- Multimodal Learning
- DVS-RGB Fusion
- Federated Learning
Education
Ph. D. in Computer Engineering (Current)
Kwangwoon University
BS in Mechanical Engineering
Dankook University