Wonjun Lee(이원준)

Education

• 2023.3 - Present        M.S. (School of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea

• 2019.3 - 2023.2          B.S. (School of Electrical Engineering, School of Computing), Korea Advanced Institute of Science Technology, South Korea

Research Interests

• Adversarial Machine Learning

• AI De-biasing

• Image Forensics (Image Forgery Locazliation, Deepfake Detection)

• Large Vision-Language Model

Publications

• Myung-Joon Kwon*, Wonjun Lee*, Seung-Hun Nam, Minji Son, and Changick Kim. "SAFIRE: Segment Any Forged Image Region", Accepted to 39th Annual AAAI Conference on Artifical Intelligence (AAAI), 2025. (* indicates equal contribution)

• Younghun Kim, Myung-Joon Kwon, Wonjun Lee, and Changick Kim. "FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Gudided by Facial Recognizers", Accepted to Visual Communications and Image Processing (VCIP), 2024. Oral Paper

• 이원준, 권명준, 김영헌, 김창익 "편향과의 전투: 적대적 훈련을 통한 싱경망 모델 교정", 대한전자공학회 하계학술논문집, Aug, 2024. LG전자 관심 논문상

• 권명준, 이원준, 김영헌, 김창익 "사전 학습된 모델의 앙상블을 통한 합성 영상 탐지의 일반화 능력 향상", 대한전자공학회 하계학술논문집, Aug, 2024. LG전자 관심 논문상

• 김영헌, 권명준, 이원준, 김창익 "부분적 이미지 조작 증강 기법을 통한 딥페이크 탐지 일반화 성능 향상", 대한전자공학회 하계학술논문집, Aug, 2024.

Patents

• "결석 크기 추정 방법(Stone size estimation method)" Gyuseop Song, Wonjun Lee, Jaechul Kim, Byungji Park, Sungjae Choi, Dongho Lee, Hyunse Suh, Dongsu Kim, KR Patent Application 10-2023-0031846 (2023)