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Lumin Liu — most-cited papers & profile · Federated Learning
← authors
·
overview
Lumin Liu
6
papers ·
52
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Client-Edge-Cloud Hierarchical Federated Learning
2019 · 26 citations
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency
2023 · 12 citations
Hierarchical Federated Learning with Quantization: Convergence Analysis and System Design
2021 · 8 citations
Communication-Efficient Federated Distillation with Active Data Sampling
2022 · 5 citations
Binary Federated Learning with Client-Level Differential Privacy
2023 · 1 citations
The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective
2024
Top co-authors
Jun Zhang
· 6
Khaled B. Letaief
· 5
S. H. Song
· 3
Shenghui Song
· 2
Hengtao He
· 1
Jiawei Shao
· 1
Tailin Zhou
· 1
Tianqu Kang
· 1
Wenqiang Sun
· 1
Yuchang Sun
· 1
Yuyi Mao
· 1
Zehong Lin
· 1
Topics
Federated Learning
Communication
Privacy
Edge Computing
Optimization