LINe: Out-of-Distribution Detection by Leveraging Important Neurons. - Yong Hyun Ahn; Gyeong-Moon Park; Seong Tae Kim 001 (CVPR, 2023)

WWW: A Unified Framework for Explaining what, Where and why of Neural Networks by Interpretation of Neuron Concepts. - Yong Hyun Ahn; Hyeon Bae Kim; Seong Tae Kim 001 (CVPR, 2024)

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain. - Hyeon Bae Kim; Yong Hyun Ahn; Seong Tae Kim 001 (MICCAI (10), 2024)

LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies. - Ameer Hamza; Abdullah; Yong Hyun Ahn; Sungyoung Lee 001; Seong Tae Kim 001 (AAAI, 2025)