A Synthetic Data Generation Model for Diabetic Foot Treatment. - Jayun Hyun; Seo Hu Lee; Ha Min Son; Ji-Ung Park; Tai-Myoung Chung (FDSE (CCIS Volume), 2020)

A Novel Approach to Detect and Monitor COVID-19 Infection Using Transfer Learning Concept in AI. - Vinh Pham; Ha Min Son; Thuy Huynh; Tai-Myoung Chung (AHFE (5), 2021)

Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application. - Joo Hun Yoo; Ha Min Son; Hyejun Jeong; Eun-Hye Jang; Ah-Young Kim; Han-Young Yu; Hong Jin Jeon; Tai-Myoung Chung (ICTC, 2021)

Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data. - Ha Min Son; Moon Hyun Kim; Tai-Myoung Chung (CoRR, 2021)

A novel approach to diagnose ADHD using virtual reality. - Ha Min Son; Dong Gyu Lee; Yoo-Sook Joung; Ji Woo Lee; Eun Ju Seok; Tai-Myoung Chung; Soohwan Oh (Int. J. Web Inf. Syst., 2021)

Synthetic Data Generation System for AI-Based Diabetic Foot Diagnosis. - Jayun Hyun; Yongho Lee; Ha Min Son; Seo Hu Lee; Vinh Pham; Ji-Ung Park; Tai-Myoung Chung (SN Comput. Sci., 2021)

FedCC: Robust Federated Learning against Model Poisoning Attacks. - Hyejun Jeong; Ha Min Son; Seo Hu Lee; Jayun Hyun; Tai-Myoung Chung (CoRR, 2022)

FedUV: Uniformity and Variance for Heterogeneous Federated Learning. - Ha Min Son; Moon-Hyun Kim; Tai-Myoung Chung; Chao Huang; Xin Liu (CVPR, 2024)

FixCLR: Negative-Class Contrastive Learning for Semi-Supervised Domain Generalization. - Ha Min Son; Shahbaz Rezaei; Xin Liu (CoRR, 2025)