Education

• Ph.D. in Bio and Brain Engineering, KAIST, Feb. 2021

Advisor: Jong Chul Ye

• M.S. in Bio and Brain Engineering, KAIST, Feb. 2017

Advisor: Jong Chul Ye

• B.S. in Bio and Brain Engineering, KAIST, Feb. 2015

Honors: Cum Laude

Work Experiences

• Sep. 2022 - Current Assistant Professor, Dept. of Electronics Engineering, Sookmyung Women's University

• Mar. 2021 - Aug. 2022 Staff Researcher, Computer Vision Lab, Samsung Advanced Institute of Technology (SAIT)

• Jun. 2012 - Aug. 2012 Research Intern, Korea Research Institute of Standards and Science (KRISS)

Academic Services

• Conference reviewer

  • CVPR, ECCV, ICCV, ICLR, NeurIPS, AAAI, etc.

• Journal reviewer

  • IEEE TIP, IEEE TCI, IEEE TMI, EAAI, etc.

Academic Activities

• Jan. 2025 -  Current Korean Society of Artificial Intelligence in Medicine (KoSAIM) 홍보이사

• Jan. 2025 -  Current Korean Multimedia Society (한국멀티미디어학회) 학술이사

• Aug. 2025 Korean Conference on Computer Vision (KCCV) 2025 프로그램 위원

• Feb. 2025 37th Workshop on Image Processing and Image Understanding (IPIU) 프로그램 위원

• Aug. 2024 Korean Conference on Computer Vision (KCCV) 2024  프로그램 위원

• Feb. 2024 36th Workshop on Image Processing and Image Understanding (IPIU) 프로그램 위원

• Jan. 2023 - Dec. 2024 Korean Society of Artificial Intelligence in Medicine (KoSAIM) 총무간사

Invited Talks

• [2025.09.24] 81st Korean Congress of Radiology (KCR), Refresher Course

  • Multimodal Training for Diagnosis and Image Enhancement

• [2025.07.18] 2025년 영상이해 및 영상처리연구회 합동 여름학교, Learning / Architecture and Computational Photograph 세션

  • Image Processing using Pre-trained Diffusion Model

• [2025.06.19~2025.06.20] KIRD 컴퓨터 비전 딥러닝 첫걸음 과정 강의

  • 컴퓨터 비전 딥러닝 첫걸음 1기

• [2025.03.25] 인하대학교 2025-1학기 인공지능융합세미나

  • 생성형 AI 기반의 영상 처리 방법론

• [2024.11.09] 12th International Congress on MRI (ICMRI), Meet the Experts

  • Self-supervised Learning for Accelerated MRI

• [2024.10.17] 제 34회 인공지능신호처리 학술대회, 신진연구자 발표

  • Signal Processing-based Learning Algorithms for Phase Retrieval

• [2024.10.14]  2024년 삼성전자 협력사 대상 우수기술설명회, 스마트제조

  • 비전 및 영상처리를 통한 미세공정 라인의 계측 기술

• [2024.07.26]  한국현미경학회 제 29회 투과전자현미경 워크샵

  • Introduction to Machine Learning

• [2024.06.28] 2024 한국정보처리학회 AI시스템연구회 워크숍, Tutorial

  • Introduction to Diffusion Model

• [2024.05.31] 국립보건연구원 헬스케어인공지능연구과 세미나

  • Generative Models for Medical Image Harmonization

• [2024.05.17] 2024년도 한국멀티미디어학회 춘계학술발표대회, 신진연구자 세션

  • Solving Phase Retrieval using Generative Models

• [2024.02.06] 2024년도 바이오영상신호처리 겨울학교

  • Biomedical Image Reconstruction using Deep Learning

• [2024.02.01] 36th Workshop on Image Processing and Image Understanding (IPIU), 신진연구자 세션

  • Signal Processing-based Learning Algorithms for Phase Retrieval

• [2023.10.21] 2023 대한의료인공지능학회 정기학술대회, Technical Updates

  • Biomedical Image Reconstruction using Deep Learning

• [2023.06.01] 2023 한국현미경학회 춘계학술대회, Young Microscopist

  • Low-dose Sparse-view HAADF-STEM-EDX Tomography using Unsupervised Deep Learning