Ha Min Son

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Transfer Learning

Virtual Reality

Manifold Alignment

Diabetes Mellitus

Top Venues

FDSE (CCIS Volume)

Int. J. Web Inf. Syst.

Publications

Ha Min Son, Moon-Hyun Kim, Tai-Myoung Chung, Chao Huang, Xin Liu
FedUV: Uniformity and Variance for Heterogeneous Federated Learning. CoRR (2024)
Hyejun Jeong, Ha Min Son, Seo Hu Lee, Jayun Hyun, Tai-Myoung Chung
FedCC: Robust Federated Learning against Model Poisoning Attacks. CoRR (2022)
Vinh Pham, Ha Min Son, Thuy Huynh, Tai-Myoung Chung
A Novel Approach to Detect and Monitor COVID-19 Infection Using Transfer Learning Concept in AI. AHFE (5) (2021)
Joo Hun Yoo, Ha Min Son, Hyejun Jeong, Eun-Hye Jang, Ah-Young Kim, Han-Young Yu, Hong Jin Jeon, Tai-Myoung Chung
Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application. ICTC (2021)
Jayun Hyun, Yongho Lee, Ha Min Son, Seo Hu Lee, Vinh Pham, Ji-Ung Park, Tai-Myoung Chung
Synthetic Data Generation System for AI-Based Diabetic Foot Diagnosis. SN Comput. Sci. 2 (5) (2021)
Joo Hun Yoo, Ha Min Son, Hyejun Jeong, Eun-Hye Jang, Ah-Young Kim, Han-Young Yu, Hong Jin Jeon, Tai-Myoung Chung
Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application. CoRR (2021)
Ha Min Son, Moon Hyun Kim, Tai-Myoung Chung
Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data. CoRR (2021)
Ha Min Son, Dong Gyu Lee, Yoo-Sook Joung, Ji Woo Lee, Eun Ju Seok, Tai-Myoung Chung, Soohwan Oh
A novel approach to diagnose ADHD using virtual reality. Int. J. Web Inf. Syst. 17 (5) (2021)
Jayun Hyun, Seo Hu Lee, Ha Min Son, Ji-Ung Park, Tai-Myoung Chung
A Synthetic Data Generation Model for Diabetic Foot Treatment. FDSE (CCIS Volume) (2020)