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Jie Xu — most-cited papers & profile · Federated Learning
← authors
·
overview
Jie Xu
21
papers ·
565
citations ·
17
h-index
Georgia Institute of Technology · Intelligent Health (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective
2020 · 450 citations
The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost
2019 · 23 citations
On the Local Cache Update Rules in Streaming Federated Learning
2023 · 14 citations
Accelerating Asynchronous Federated Learning Convergence via Opportunistic Mobile Relaying
2022 · 7 citations
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks
2021 · 6 citations
FedSEAL: Semi-Supervised Federated Learning with Self-Ensemble Learning and Negative Learning
2021 · 5 citations
Joint Client Assignment and UAV Route Planning for Indirect-Communication Federated Learning
2023 · 4 citations
Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges
2021 · 3 citations
Combating Client Dropout in Federated Learning via Friend Model Substitution
2022 · 3 citations
Accelerating Hybrid Federated Learning Convergence under Partial Participation
2023 · 2 citations
Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm
2024 · 1 citations
Context-Aware Online Client Selection for Hierarchical Federated Learning
2021
On the Convergence of Multi-Server Federated Learning with Overlapping Area
2022
Federated Learning via Indirect Server-Client Communications
2023
Top co-authors
Jieming Bian
· 6
Cong Shen
· 4
Heqiang Wang
· 4
Lixing Chen
· 2
Zhuo Lu
· 2
and Yao Liu
· 1
Bo Tang
· 1
Congduan Li
· 1
Guangxu Zhu
· 1
Guozhen Tan
· 1
H. Vincent Poor
· 1
Kun Yang
· 1
Topics
Federated Learning
Communication
Privacy
Optimization
Edge Computing