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Dinh C. Nguyen — most-cited papers & profile · Federated Learning
← authors
·
overview
Dinh C. Nguyen
18
papers ·
41
citations ·
33
h-index
University of Alabama in Huntsville
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning for Smart Healthcare: A Survey
2021 · 17 citations
Sporadic Federated Learning Approach in Quantum Environment to Tackle Quantum Noise
2025 · 7 citations
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems
2023 · 4 citations
Differentially Private Federated Quantum Learning via Quantum Noise
2025 · 3 citations
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges
2021 · 2 citations
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
2022 · 2 citations
When Quantum Federated Learning Meets Blockchain in 6G Networks
2025
Towards Heterogeneous Quantum Federated Learning: Challenges and Solutions
2025
Empowering AI-Native 6G Wireless Networks with Quantum Federated Learning
2025
Latency Optimization for Wireless Federated Learning in Multihop Networks
2025
Federated Learning with Differential Privacy: An Utility-Enhanced Approach
2025
Federated Learning for Industrial Internet of Things in Future Industries
2021
HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing
2024
Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach
2024
Top co-authors
Pubudu N. Pathirana
· 6
Ratun Rahman
· 5
Aruna Seneviratne
· 4
Shaba Shaon
· 4
Dusit Niyato
· 3
Jun Li
· 3
Ming Ding
· 3
Atit Pokharel
· 2
H. Vincent Poor
· 2
Octavia A. Dobre
· 2
Quoc-Viet Pham
· 2
Seyyedali Hosseinalipour
· 2
Topics
Federated Learning
Privacy
Edge Computing
Communication
Security
Optimization
Data Heterogeneity
Adversarial Attacks