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Professor
Seong Jae Hwang
Assistant Professor
Department of Artificial
Intelligence
Yonsei University
Email:seongjae@yonsei.ac.kr
Phone:02-2123-5719
Location:Engineering
Research Park (공학원)
Members
Ph.D
Woojung Han
Unsupervised Semantic Segmentation, Weakly Sup. Semantic Segmentation, Diffusion Models for Medical Imaging
Donghyun Kim
Image Restoration (Image Dehazing), Vision-Language Models, 3D Point Cloud
Taejin Jeong
fMRI, Diffusion Models
Suhyun Kim
Self-Supervised Learning
Jae Wan Park
Multimodal Generation, Medical AI, LLM
M.S
Yujin Yang
Diffusion Models
Kyobin Choo
Medical Imaging, Diffusion Models, Brain Parcellation, PET Quantification, Weakly Supervised Semantic Segmentation
Seil Kang
Vision and Language
Yumin Kim
Parameter Efficient Fine-Tuning for PET reconstruction
Gayoon Choi
Parameter Efficient Fine-Tuning, Image Editing, Test Time Domain Adaptation
Jaehoon Joo
What’s your interests?
Chanyoung Kim
Unsupervised Semantic Segmantation, Diffusion Models for Medical Imaging
Dayun Ju
Unsupervised Semantic Segmantation
Youngjun Jun
Diffusion Models, Disentanglement Representation Learning
Jiwoo Park
Diffusion Model, Causal Inference and discovery
Undergraduate
Sujung Hong
Diffusion Models, Medical Imaging
Junhyeok Kim
Vision and Language, Vision-Language Models, AI Evaluation
Tae Eun Choi
Diffusion Models, Multimodal
Hyunkyung Kwon
Diffusion Models, Medical Imaging
Chanyong Yoon
Vision-Language Models, Medical Imaging
Jinyeong Kim
Vision-Language Models, Clinical Application of AI
Yeonkyung Lee
3D Reconstruction, Medical AI
Alumni
Anthony Sicilia
Current: Ph.D. @ Northeastern University with Malihe Alikhani
Hyunjin Kim
Current: M.S. @ UCSD - 2024
Shibo Xing
Current: Amazon - 2022
Xingchen Zhao
Current: Ph.D. @ Northeastern University - 2021
Research Topics
Medical imaging analysis
- Alzheimer's Disease Analysis with MRI/PET/DTI
- Brain Connectivity
- Data Harmonization
- Brain Lesion Segmentation
- Multimodal Generative Model
Computer vision / Machine learning / Deep learning
- PAC-Bayesian Performance Guarantee
- Domain Generalization/Adaptation - Theory and Application
- Semantic Segmentation
- Generative Models
- Multimodal Learning
- Multimodal Large Language Models (for medicine)
Publications
Contact
- seongjae@yonsei.ac.kr
- 공학원 445A, 50, Yonsei-ro, Seodaemun-gu, Seoul, South Korea 03722
- Monday to Friday: 9 AM - 5 PM