ECGT2T: Electrocardiogram synthesis from Two asynchronous leads to Ten leads. - Yong-Yeon Jo; Joon-Myoung Kwon (CoRR, 2021)

On the Inductive Bias Transfer with Knowledge Distillation for Real-World Data. - Byeong Tak Lee; Yong-Yeon Jo; Joon-Myoung Kwon (AMLTS, 2022)

Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram. - Jungwoo Oh; Hyunseung Chung; Joon-Myoung Kwon; Dong-gyun Hong; Edward Choi (CHIL, 2022)

Efficient Data Augmentation Policy for Electrocardiograms. - ByeongTak Lee; Yong-Yeon Jo; Seon-Yu Lim; Youngjae Song; Joon-Myoung Kwon (CIKM, 2022)

Automatic Detection of Noisy Electrocardiogram Signals Without Explicit Noise Labels. - Radhika Dua; Jiyoung Lee; Joon-Myoung Kwon; Edward Choi (ICPR Workshops (2), 2022)

Text-to-ECG: 12-Lead Electrocardiogram Synthesis Conditioned on Clinical Text Reports. - Hyunseung Chung; Jiho Kim; Joon-Myoung Kwon; Ki-Hyun Jeon; Min Sung Lee; Edward Choi (ICASSP, 2023)

ECGT2T: Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads. - Yong-Yeon Jo; Young Sang Choi; Jong-Hwan Jang; Joon-Myoung Kwon (ICASSP, 2023)

ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. - Jungwoo Oh; Gyubok Lee; Seongsu Bae; Joon-Myoung Kwon; Edward Choi (NeurIPS, 2023)

Optimizing Neural Network Scale for ECG Classification. - Byeong Tak Lee; Yong-Yeon Jo; Joon-Myoung Kwon (CoRR, 2023)

Foundation Models for Electrocardiograms. - Junho Song; Jong-Hwan Jang; Byeong Tak Lee; Dong-gyun Hong; Joon-Myoung Kwon; Yong-Yeon Jo (CoRR, 2024)

TADA: Temporal Adversarial Data Augmentation for Time Series Data. - Byeong Tak Lee; Joon-Myoung Kwon; Yong-Yeon Jo (CoRR, 2024)

New Test-Time Scenario for Biosignal: Concept and Its Approach. - Yong-Yeon Jo; Byeong Tak Lee; Beom Joon Kim; Jeong-Ho Hong; Hak Seung Lee; Joon-Myoung Kwon (CoRR, 2024)

Test-Time Calibration: A Framework for Personalized Test-Time Adaptation in Real-World Biosignals. - Yong-Yeon Jo; Byeong Tak Lee; Jeong-Ho Hong; Hak Seung Lee; Joon-Myoung Kwon; Beom Joon Kim (CHIL, 2025)

Electrocardiographic-Driven artificial intelligence Model: A new approach to predicting One-Year mortality in heart failure with reduced ejection fraction patients. - Hak Seung Lee; Ga In Han; Kyung-Hee Kim; Sora Kang; Jong-Hwan Jang; Yong-Yeon Jo; Jeong Min Son; Min Sung Lee; Joon-Myoung Kwon; Byung-Hee Oh (Int. J. Medical Informatics, 2025)