Dong-Jun Han

FedMes: Speeding Up Federated Learning With Multiple Edge Servers

Dong-Jun Han, Minseok Choi, Jungwuk Park et al. · IEEE Journal on Selected Areas in Communications · 2021 · 51 citations

Cluster Computing, Engineering, Machine Learning +13

Communication-Computation Efficient Secure Aggregation for Federated Learning

Beongjun Choi, Jy-yong Sohn, Dong-Jun Han et al. · arXiv (Cornell University) · 2020 · 48 citations · Full text

Sageflow: Robust Federated Learning against Both Stragglers and Adversaries

Jung Wuk Park, Dong-Jun Han, Minseok Choi et al. · Neural Information Processing Systems · 2021 · 37 citations

Artificial Intelligence, Engineering, Machine Learning +5

SplitGP: Achieving Both Generalization and Personalization in Federated Learning

Dong-Jun Han, Do-Yeon Kim, Minseok Choi et al. · 2023 · 37 citations

Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading

Dong-Jun Han, Seyyedali Hosseinalipour, David J. Love et al. · IEEE Journal on Selected Areas in Communications · 2024 · 36 citations