Project, Awards, Seminars, and Advisory

Project

  • Development of a unified diagnostic framework for mental disorder/brain disease through user-independent and protocol-agnostic EEG representation based on interpretable topological deep learning techniques (approximately $400,000), National Research Foundation of Korea-Outstanding Young Scientist Grant
    • 해석 가능한 위상적 딥러닝 기술 기반 사용자-독립적, 프로토콜-무관한 뇌전도 표현을 통한 정신장애/뇌질환 통합 진단 프레임워크 개발 (약 5.6억원), 한국연구재단-우수신진연구 (2025-2028)

Awards

  • Sungshin Excellent Teaching Award, Sungshin Women’s University (2024)
  • Korea University Achievement Award, Korea University (2022)
  • NAVER Ph.D. Fellowship (~$5,000), NAVER (2021)
  • Fundamental Scientist Scholarship (~$20,000), JW Foundation (2021)
  • Outstanding Trainee Award, Korea Society for Human Brain Mapping (2021)
  • Graduate School Junior Research Fellow Grant, Korea University (2021)
  • Best Paper Award, Korea University (2021)
  • Student Award, International BCI Society (2021, 2018)
  • Best Presentation Award, Korean Socienty for Human Brain Mapping (2019)
  • Best Paper Award, Korean Computer Congress (2018)

Seminars

  • 2025 명지병원 스포츠의학 최신지견 심포지엄-스포츠 의학 분야에서 꼭 알아두어야 할 인공지능의 현재와 미래, 명지병원 (2025)
  • Deep Representation Learning in EEG Analysis, Korean Society for EEG and Neurophysiology (2024)
  • Desing and Implementation of Deep Learning Models using PyTorch, Sungshin Women’s University (2024)
  • Deep Representation Learning in Biomedicine, The Catholic University of Korea (2024)
  • SK Winder Data Science Engineer School, SK Inc. (2023)
  • Deep Reinforcement Learning and Applications, SK hynix Inc. (2022)

Advisory

  • 초거대 AI 확산 조성 산업(군 대상품 상태 검사 데이터), (주)에스지앤아이 (2024)