Yong Hyun Ahn

PhD Student (2024.3~)
Master Student (2022.3~2024.2)

Department of Artificial Intelligence, Kyung Hee University

Contact
yhahn@khu.ac.kr
#351, Electronic Information College Building, 1732 Deogyeong-daero, Giheung-gu, Yongin, Gyeonggi-do, 17104, South Korea

Research Interest

  • Explainable AI
  • Out-of-Distribution Detection
  • Uncertainty Estimation

Publication

  • [C4] LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies
    Ameer Hamza, Abdullah, Yong Hyun Ahn, Sungyoung Lee, Seong Tae Kim
    AAAI Conference on Artificial Intelligence (AAAI), 2025 (Philadelphia)
  • [C3] Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain
    Hyeon Bae Kim, Yong Hyun Ahn (co-first), Seong Tae Kim
    International Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI), 2024 (Marrakesh)
  • [C2] WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by Interpretation of Neuron Concept
    Yong Hyun Ahn, Hyeon Bae Kim, Seong Tae Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (Seattle)
  • [C1] LINe: Out-of-Distribution Detection by Leveraging Important Neurons
    Yong Hyun Ahn, Gyeong-Moon Park, Seong Tae Kim
    Conference on Computer Vision and Pattern Recognition (CVPR), 2023 (Vancouver)