Hunmin Lee

According to our database, Hunmin Lee authored at least 15 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

FedEMG: Achieving Generalization, Personalization, and Resource Efficiency in EMG-Based Upper-Limb Rehabilitation Through Federated Prototype Learning.

Hunmin Lee, Ming Jiang, Zhi Yang, Qi Zhao

IEEE Trans. Biomed. Eng., February, 2026

FedVaccine: Robust Federated Learning in Noisy and Non-IID Wireless Network Environments.

Hunmin Lee, Hongju Seong, Jihun Bae, Wonbin Kim, Hyeokchan Kwon, Youngsoo Kim, Daehee Seo

IEEE Trans. Netw. Sci. Eng., 2026

FedPML: Federated Prototype Meta-Learning for Adaptation and Generalization in Distributed Environments.

Hunmin Lee, Kehua Wang, Daehee Seo

IEEE Internet Things J., 2026

Federated Prototype Adaptation Learning: Personalized and Generalizable Learning in Distributed Networks.

Hunmin Lee, Daehee Seo

IEEE Internet Things J., 2026

2024

CLSM-FL: Clustering-Based Semantic Federated Learning in Non-IID IoT Environment.

Hunmin Lee, Daehee Seo

IEEE Internet Things J., September, 2024

Vaccinating Federated Learning for Robust Modulation Classification in Distributed Wireless Networks.

Hunmin Lee, Hongju Seong, Wonbin Kim, Hyeokchan Kwon, Daehee Seo

CoRR, 2024

drGAT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network.

Yoshitaka Inoue, Hunmin Lee, Tianfan Fu, Augustin Luna

CoRR, 2024

EMGCipher: Decoding Electromyography for Upper-limb Gesture Classification with Explainable AI for Resource Optimization.

Hunmin Lee, Ming Jiang, Qi Zhao

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

FedAssist: Federated Learning in AI-Powered Prosthetics for Sustainable and Collaborative Learning.

Hunmin Lee, Ming Jiang, Qi Zhao

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

FedLC: Optimizing Federated Learning in Non-IID Data via Label-Wise Clustering.

Hunmin Lee, Daehee Seo

IEEE Access, 2023

2022

Real-time Interface Control with Motion Gesture Recognition based on Non-contact Capacitive Sensing.

Hunmin Lee, Jaya Krishna Mandivarapu, Nahom Ogbazghi, Yingshu Li

CoRR, 2022

2021

Robust Convergence in Federated Learning through Label-wise Clustering.

Hunmin Lee, Yueyang Liu, Donghyun Kim, Yingshu Li

CoRR, 2021

An Attention Score Based Attacker for Black-box NLP Classifier.

Yueyang Liu, Hunmin Lee, Zhipeng Cai

CoRR, 2021

Epidemic Vulnerability Index for Effective Vaccine Distribution Against Pandemic.

Hunmin Lee, Mingon Kang, Yingshu Li, Daehee Seo, Donghyun Kim

Proceedings of the Bioinformatics Research and Applications - 17th International Symposium, 2021

2020

Real-Time Hand Motion Frame Extraction Using Electric Potential Sensors.

Hunmin Lee, Sungil Jung, Young-Chul Kim

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020