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Lumin Liu
Institution:
Hong Kong University of Science and Technology
Observed institution:
Hong Kong University of Science and Technology
ORCID:
0000-0001-8878-8901
Observed ORCID:
0000-0001-8878-8901
OpenAlex ID:
A5009944050
Client-Edge-Cloud Hierarchical Federated Learning
2020
·
Lumin Liu
, Jun Zhang
, et al.
·
International Conference on Communications
·
1,107
PDF
Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design
2022
·
Lumin Liu
, Jun Zhang
, et al.
·
IEEE Transactions on Wireless Communications
·
191
PDF
Edge-Assisted Hierarchical Federated Learning with Non-IID Data
2019
·
Lumin Liu
, Jun Zhang
, et al.
·
arXiv (Cornell University)
·
52
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency
2026
·
Jiawei Shao
, Zijian Li
, et al.
·
ACM Computing Surveys
·
47
Communication-Efficient Federated Distillation with Active Data Sampling
2022
·
Lumin Liu
, Jun Zhang
, et al.
·
International Conference on Communications
·
36
PDF
The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective
2024
·
Tianqu Kang
, Lumin Liu
, et al.
·
IEEE International Mediterranean Conference on Communications and Networking (MeditCom)
·
13
PDF
Binary Federated Learning with Client-Level Differential Privacy
2023
·
Lumin Liu
, Jun Zhang
, et al.
·
Globecom
·
5
PDF
Communication-Efficient Federated Distillation: Theoretical Analysis and Performance Enhancement
2024
·
Lumin Liu
, Jun Zhang
, et al.
·
IEEE Internet of Things Journal
·
4
Quantization and Privacy Noise Co-Design for Utility-Privacy-Communication Trade-off in Federated Learning
2024
·
Lumin Liu
, Yuyi Mao
, et al.
·
Globecom
·
2
Algorithm design for communication-efficient federated learning
2024
·
Lumin Liu
PDF
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Works count:
10
Citation count:
1,457
H-index:
6
I10-index:
6
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