Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities. - Jangwon Suh; Jimyeong Kim; Eunjung Lee; Jaeill Kim; Duhun Hwang; Jungwon Park; Junghoon Lee; JaeSeung Park; Seo-Yoon Moon; Yeonsu Kim; Min Kang; Soonil Kwon; et al. (CinC, 2021)

Statistical Characteristics of Deep Representations: An Empirical Investigation. - Daeyoung Choi; Kyungeun Lee; Duhun Hwang; Wonjong Rhee (ICANN (5), 2021)

Meta-Learning with a Geometry-Adaptive Preconditioner. - Suhyun Kang; Duhun Hwang; Moonjung Eo; Taesup Kim; Wonjong Rhee (CVPR, 2023)

VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. - Jaeill Kim; Suhyun Kang; Duhun Hwang; Jungwook Shin; Wonjong Rhee (CVPR, 2023)

AID-purifier: A light auxiliary network for boosting adversarial defense. - Duhun Hwang; Eunjung Lee; Wonjong Rhee (Neurocomputing, 2023)

Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing. - Jaeill Kim; Duhun Hwang; Eunjung Lee; Jangwon Suh; Jimyeong Kim; Wonjong Rhee (CoRR, 2024)

Towards a better evaluation of out-of-domain generalization. - Duhun Hwang; Suhyun Kang; Moonjung Eo; Jimyeong Kim; Wonjong Rhee (Neural Networks, 2025)