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Shuguang Cui — most-cited papers & profile · Federated Learning
← authors
·
overview
Shuguang Cui
34
papers ·
124
citations ·
80
h-index
Shenzhen Institute of Information Technology · Longgang Central Hospital · Chinese University of Hong Kong, Shenzhen · Institute for the Future
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Most-cited papers
Delay Minimization for Federated Learning Over Wireless Communication Networks
2020 · 53 citations
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
2020 · 19 citations
Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning
2023 · 3 citations
Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm
2024 · 1 citations
Latency Minimization for UAV-Enabled Federated Learning: Trajectory Design and Resource Allocation
2024
From Pretraining to Privacy: Federated Ultrasound Foundation Model with Self-Supervised Learning
2024
Towards Heterogeneous Clients with Elastic Federated Learning
2021
Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling
2021
Federated Two-stage Learning with Sign-based Voting
2021
Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning
2022
Personalizing or Not: Dynamically Personalized Federated Learning with Incentives
2022
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
2022
Scalable Federated Unlearning via Isolated and Coded Sharding
2024
Top co-authors
Guangxu Zhu
· 4
H. Vincent Poor
· 3
Jinke Ren
· 3
Mingzhe Chen
· 3
Walid Saad
· 3
Wenye Li
· 3
Changchuan Yin
· 2
Choong Seon Hong
· 2
Gui Gui
· 2
Jinfeng Yi
· 2
Sihua Wang
· 2
Yu Lu
· 2
Topics
Federated Learning
Communication
Privacy
Optimization
Edge Computing
Data Heterogeneity