I am a Ph.D. candidate in the Department of Artificial Intelligence at Kyungpook National University, advised by Prof. Heechul Jung. My research focuses on mechanistic interpretability and out-of-distribution generalization, aiming to understand how deep learning models work internally and how to make them more robust and reliable.

Selected Publications

Spectral Isolation
Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models
Jun-Hyun Bae, Wonyong Jo, Jaehyup Lee, Heechul Jung
AAAI Conference on Artificial Intelligence (AAAI), Feb 2026
PROJECT PAPER CODE VIDEO
ABD Framework
Adaptive Bias Discovery for Learning Debiased Classifier
Jun-Hyun Bae, Minho Lee, Heechul Jung
Asian Conference on Computer Vision (ACCV), Dec 2024
PROJECT PAPER

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