Experience

  • Oct, 2022 ~ Dec, 2024 : AI Researcher (full-time), ActionPower
    final position: Leader of AI Innovation Research & AI Prototyping
    projects: text refinement, 3D reconstruction, video inpainting, Code-Switching Automatic Speech Recognition (CS-ASR), dataset construction, data filtering

  • Sep, 2021 ~ Aug, 2022 : Machine Learning Engineer (full-time), DeepBio
    projects: self-supervised learning, learning de-biased representation, class imbalance

  • Dec, 2020 ~ Aug, 2021 : Computer Vision Research Engineer (full-time), TmaxAI
    projects: data augmentation, data filtering, OCR

  • Aug, 2020 ~ Sep, 2020 : Machine Learning Engineer (part-time), SOTALabs
    projects: class imbalance, multi-label classification

  • Aug, 2020 ~ Aug, 2020 : AI RUSH (intern), NAVER CLOVA
    projects: music recommendation, data filtering

Education

  • Mar, 2025 ~ present : Ph.D in Artificial Intelligence, Yonsei University (Seoul, Korea)
  • Mar, 2014 ~ Feb, 2021 : B.S. in Mechanical Engineering, Yonsei University (Seoul, Korea)

Publications

  • Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention
    ICCV 2025, arxiv

  • A Training-Free, Task-Agnostic Framework for Enhancing MLLM Performance on High-Resolution Images
    CVPR 2025 Workshop

  • PIP: Patch-Wise Iterative Prompting for High-Resolution GUI Grounding
    IPIU 2025 Oral

  • Diffusion tensor and postcontrast T1-weighted imaging radiomics to differentiate the epidermal growth factor receptor mutation status of brain metastases from non-small cell lung cancer
    Neuroradiology 2021, paper