Hyesung Kim

Blockchained On-Device Federated Learning

Hyesung Kim, Jihong Park, Mehdi Bennis et al. · IEEE Communications Letters · 2019 · 836 citations

Artificial Intelligence, Blockchain Consensus Protocol, E-learning +17

Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Eunjeong Jeong, Seungeun Oh, Hyesung Kim et al. · arXiv (Cornell University) · 2018 · 443 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

On-Device Federated Learning via Blockchain and its Latency Analysis.

Hyesung Kim, Jihong Park, Mehdi Bennis et al. · 2018 · 98 citations

Artificial Intelligence, Engineering, Machine Learning +17

Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach

Hyesung Kim, Jihong Park, Mehdi Bennis et al. · 2018 · 53 citations

Inter-uav Collision, Aerial Robotics, Engineering +15

Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup

Seungeun Oh, Jihong Park, Eunjeong Jeong et al. · IEEE Communications Letters · 2020 · 47 citations

Engineering, Machine Learning, Federated Distillation +17