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Sheng Zhou — most-cited papers & profile · Federated Learning
← authors
·
overview
Sheng Zhou
22
papers ·
127
citations ·
13
h-index
Ordnance Survey · Geospatial Research (United Kingdom) · Zhejiang Lab · GDA (United States) · Tsinghua University
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Most-cited papers
Edge Learning with Timeliness Constraints: Challenges and Solutions
2020 · 33 citations
Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning
2020 · 19 citations
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning
2020 · 13 citations
Energy-Aware Analog Aggregation for Federated Learning with Redundant Data
2019 · 12 citations
Device Scheduling with Fast Convergence for Wireless Federated Learning
2019 · 12 citations
Dynamic Scheduling for Over-the-Air Federated Edge Learning with Energy Constraints
2021 · 5 citations
Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks
2024 · 3 citations
Data-Heterogeneous Hierarchical Federated Learning with Mobility
2023 · 1 citations
FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning
2025
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
2024
MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected Vehicles
2022
Top co-authors
Zhisheng Niu
· 8
Yuxuan Sun
· 6
Deniz G\"und\"uz
· 4
Jintao Yan
· 3
Tan Chen
· 3
Wenqi Shi
· 3
Yuxuan Sun
· 2
Bowen Xie
· 1
Deniz Gunduz
· 1
Jingran Chen
· 1
Jintao Yan
· 1
Lu Geng
· 1
Topics
Federated Learning
Communication
Optimization
Edge Computing
Data Heterogeneity
Privacy