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Dusit Niyato — most-cited papers & profile · Federated Learning
← authors
·
overview
Dusit Niyato
114
papers ·
785
citations ·
136
h-index
Nanyang Technological University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2019 · 145 citations
Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices
2019 · 54 citations
Local Differential Privacy based Federated Learning for Internet of Things
2020 · 38 citations
Incentive Design for Efficient Federated Learning in Mobile Networks: A Contract Theory Approach
2019 · 34 citations
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning
2024 · 34 citations
Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach
2020 · 24 citations
Towards Quantum Federated Learning
2023 · 14 citations
Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach
2020 · 11 citations
Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework
2020 · 11 citations
Joint Service Pricing and Cooperative Relay Communication for Federated Learning
2018 · 9 citations
Blockchain-empowered Federated Learning for Healthcare Metaverses: User-centric Incentive Mechanism with Optimal Data Freshness
2023 · 9 citations
Reliable Federated Learning for Mobile Networks
2019 · 6 citations
Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles
2020 · 6 citations
Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks
2024 · 6 citations
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective
2021 · 5 citations
Top co-authors
Jiawen Kang
· 13
Zehui Xiong
· 11
Dong In Kim
· 6
Nguyen Cong Luong
· 6
Hongyang Du
· 4
Minrui Xu
· 4
Zhaohui Yang
· 4
Chunyan Miao
· 3
Cyril Leung
· 3
Dinh C. Nguyen
· 3
Han Yu
· 3
Hongfang Yu
· 3
Topics
Federated Learning
Privacy
Edge Computing
Communication
Security
Optimization
Data Heterogeneity
Adversarial Attacks
Encryption