Lumin Liu

Client-Edge-Cloud Hierarchical Federated Learning

Lumin Liu, Jun Zhang, Shenghui Song et al. · 2020 · 846 citations

Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design

Lumin Liu, Jun Zhang, Shenghui Song et al. · IEEE Transactions on Wireless Communications · 2022 · 130 citations

Edge-Assisted Hierarchical Federated Learning with Non-IID Data

Lumin Liu, Jun Zhang, Shenghui Song et al. · arXiv (Cornell University) · 2019 · 52 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +21

Communication-Efficient Federated Distillation with Active Data Sampling

Lumin Liu, Jun Zhang, Shenghui Song et al. · ICC 2022 - IEEE International Conference on Communications · 2022 · 37 citations

Artificial Intelligence, Active Data, Machine Learning +22

N,P-codoped carbon quantum dots-decorated TiO2 nanowires as nanosized heterojunction photocatalyst with improved photocatalytic performance for methyl blue degradation

Liming Bai, Lumin Liu, Jinghui Pang et al. · Environmental Science and Pollution Research · 2021 · 31 citations

Materials Science, Improved Photocatalytic Performance, Engineering +10