Yong Hyun Ahn

PhD student, Kyung Hee University

Joined

October 2022

Names

Yong Hyun Ahn (Preferred)

Emails

****@khu.ac.kr (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Kyung Hee University (khu.ac.kr)

2024 – Present

MS student

Kyung Hee University (khu.ac.kr)

2022 – 2024

Undergrad student

Kyung Hee University (khu.ac.kr)

2015 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

explainable AI

Present

Robustness

Present

Publications

Probabilistic Decomposable Embeddings: Uncertainty-Aware Composition in Vision-Language Models
Youngseob Won, Inseong Park, Jeongin Bae, Yong Hyun Ahn, Seong Tae Kim
- Submitted to ICLR 2026
- Readers: Everyone
NeuroBasket: Interpreting Neuron Responses with Semantic Baskets
Chi Young Song, Hyeon Bae Kim, Yong Hyun Ahn, Seong Tae Kim
- Submitted to ICLR 2026
- Readers: Everyone
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
- CVPR 2024
- Readers: Everyone
LINe: Out-of-distribution detection by leveraging important neurons
Yong Hyun Ahn, Gyeong-Moon Park, Seong Tae Kim
- CVPR 2023
- Readers: Everyone
Steady and Fair Robustness Evaluation Based on Model Interpretation
Soyoun Won, Hyeon Bae Kim, Yong Hyun Ahn, Hong Joo Lee, Seong Tae Kim
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain
Hyeon Bae Kim, Yong Hyun Ahn, Seong Tae Kim
- CoRR 2024
- Readers: Everyone
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
- CoRR 2024
- Readers: Everyone
LINe: Out-of-Distribution Detection by Leveraging Important Neurons
Yong Hyun Ahn, Gyeong-Moon Park, Seong Tae Kim
- CVPR 2023
- Readers: Everyone

Co-Authors