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Diep N. Nguyen — most-cited papers & profile · Federated Learning
← authors
·
overview
Diep N. Nguyen
24
papers ·
57
citations ·
36
h-index
University of Technology Sydney · Can Tho University · Curtin University · University Medical Center HCMC · Institute for Nuclear Science and Technology · Hanoi University of Science and Technology
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Most-cited papers
Federated Learning Meets Contract Theory: Energy-Efficient Framework for Electric Vehicle Networks
2020 · 8 citations
CNN-FL for Biotechnology Industry Empowered by Internet-of-BioNano Things and Digital Twins
2024 · 6 citations
Energy-Efficient and Real-Time Sensing for Federated Continual Learning via Sample-Driven Control
2023 · 3 citations
FedChain: Secure Proof-of-Stake-based Framework for Federated-blockchain Systems
2021 · 1 citations
HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks
2022 · 1 citations
Label driven Knowledge Distillation for Federated Learning with non-IID Data
2022 · 1 citations
Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing
2022 · 1 citations
Right Reward Right Time for Federated Learning
2025
Energy Demand Prediction with Federated Learning for Electric Vehicle Networks
2019
Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles
2021
Federated Learning Framework with Straggling Mitigation and Privacy-Awareness for AI-based Mobile Application Services
2021
Enabling Large-Scale Federated Learning over Wireless Edge Networks
2021
In-network Computation for Large-scale Federated Learning over Wireless Edge Networks
2021
Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks
2021
Wirelessly Powered Federated Learning Networks: Joint Power Transfer, Data Sensing, Model Training, and Resource Allocation
2023
Top co-authors
Dinh Thai Hoang
· 14
Eryk Dutkiewicz
· 8
Quoc-Viet Pham
· 4
Minh-Duong Nguyen
· 3
Yuris Mulya Saputra
· 3
Cong Tien Nguyen
· 2
Pham Tran Vu
· 2
Thinh Quang Dinh
· 2
Won-Joo Hwang
· 2
and Eryk Dutkiewicz
· 1
and Marwan Krunz
· 1
and Quoc-Viet Pham
· 1
Topics
Federated Learning
Communication
Optimization
Edge Computing
Privacy
Security
Encryption