professor

Seong Jae Hwang  황성재

Assistant Professor

Department of Artificial Intelligence

Yonsei University


seongjae@yonsei.ac.kr

02-2123-5719

Engineering Research Park (공학원)

cv [2024.1] / google scholar / orcid

education

[2019] Ph.D. in Computer Sciences

University of Wisconsin - Madison 

[2014] M.S. in Robotics

University of Pennsylvania

[2011] B.S. in Computer Science

University of Illinois at Urbana-Champaign

professional experience

[2022.3 - present] Assistant Professor

Yonsei University

Department of Artificial Intelligence

[2019.10 - 2022.1] Assistant Professor

University of Pittsburgh

Department of Computer Science

Intelligent Systems Program

industry experience

[2018, 2019] Research Intern - Google Research

[2014] Intern - Zepp Labs

[2011] Intern - Yahoo

[2010] Intern - Motorola

teaching experience

[2023-2] GEV6144 - Recent Trends in Computer Vision 2

[2023-2] CSI7109 - Special Topics in Medical Imaging Analysis

[2023-2] CSI 4116 - Intro to Computer Vision

[2023-1] CCO 2103 - Data Structures

[2023-1] CSI6703 - Medical Imaging Analysis with Deep Learning

[2023-1] GEV6139 - Recent Trends in Computer Vision

[2022-2] CSI 2103 - Data Structures

[2022-2] CSI 4116 - Intro to Computer Vision

[2022-2] CSI 4102 - Software Capstone Design(2)

[2022-1] CSI 2103 - Data Structures

[2021-2] CS 1674 - Intro to Computer Vision

[2021-1] CS 1674 - Intro to Computer Vision

[2020-1] CS 3710 - Advanced Topics in AI

honors & awards

[2015 - 2018] Fellowship - NIH Computation and Informatics in Biology and Medicine (CIBM)

[2022] Best Paper Award - Conference on Uncertainty in Artificial Intelligence (UAI)

[2022] Teaching Award(우수강의상)

area chair

[2023] British Machine Vision Conference (BMVC)

[2022] Winter Conference on Applications of Computer Vision (WACV)

editorial board

[2023] ACM Transactions on Computing for Healthcare (HEALTH)

conference reviewer

[2017 - 2023] Medical Image Computing and Computer Assisted Intervention (MICCAI)

[2018 - 2022] Advances in Neural Information Processing Systems (NeurIPS)

[2018, 2019] International Conference on Machine Learning (ICML)

[2019] International Conference on Learning Representation (ICLR)

[2019 - 2023] Conference on Computer Vision and Pattern Recognition (CVPR)

[2019] International Conference on Computer Vision (ICCV)

[2019] Conference on Uncertainty in Artificial Intelligence (UAI)

[2020] International Conference on Robotics and Automation (ICRA)

[2020] Information Processing and Management of Uncertainty (IPMU)

[2020] Medical Imaging with Deep Learning (MIDL)

[2020 - 2022] International Conference on Automation Science and Engineering (CASE)

[2020] European Conference on Computer Vision (ECCV)

[2020] British Machine Vision Conference (BMVC)

[2020] Winter Conference on Applications of Computer Vision (WACV)

[2021] Association for the Advancement of Artificial Intelligence (AAAI)

[2021, 2022] Artificial Intelligence and Statistics (AISTATS)

journal reviewer

Brain Connectivity

NeuroImage

Transactions on Image Processing

Transactions on Biomedical Engineering

Neurobiology of Aging

Brain Communications

PLOS ONE

Frontiers in Oncology

Transactions on Automation Science and Engineering

Nature Machine Intelligence

Scientific Report

funding

[2023-2025] 한국연구재단 / 기초연구실 - CT 영상 화질개선을 위한 인공지능 연구실

[2023-2027] 한국연구재단 / 데이터 기반 디지털 바이오 선도사업 - 바이오 빅데이터 기반 당뇨병 및 합병증 정밀 의료를 위한 AI 플랫폼 및 모델 개발

[2023] 서울혁신챌린지(예선) - 인공지능 기반의 안드로겐 탈모 진단 시스템 연구개발