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)

On the convergence of decentralized gradient descent with diminishing stepsize, revisited. - Woocheol Choi; Jimyeong Kim (CoRR, 2022)

Evaluating Feature Attribution Methods for Electrocardiogram. - Jangwon Suh; Jimyeong Kim; Euna Jung; Wonjong Rhee (CoRR, 2022)

Gradient-Push Algorithm for Distributed Optimization With Event-Triggered Communications. - Jimyeong Kim; Woocheol Choi (IEEE Access, 2023)

On the convergence analysis of the decentralized projected gradient descent. - Woocheol Choi; Jimyeong Kim (CoRR, 2023)

Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization. - Jimyeong Kim; Jungwon Park; Wonjong Rhee (CVPR, 2024)

Visual interpretation of deep learning model in ECG classification: A comprehensive evaluation of feature attribution methods. - Jangwon Suh; Jimyeong Kim; Soonil Kwon; Euna Jung; Hyo-Jeong Ahn; Kyung-Yeon Lee; Eue-Keun Choi; Wonjong Rhee (Comput. Biol. Medicine, 2024)

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

An adaptive dual-level reinforcement learning approach for optimal trade execution. - Soohan Kim; Jimyeong Kim; Hong Kee Sul; Youngjoon Hong (Expert Syst. Appl., 2024)

Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. - Yeji Song; Jimyeong Kim; Wonhark Park; Wonsik Shin; Wonjong Rhee; Nojun Kwak (AAAI, 2025)

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

ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation. - Jimyeong Kim; Jungwon Park; Yeji Song; Nojun Kwak; Wonjong Rhee (CoRR, 2025)