| # | Title | Journal | Year | Citations |
|---|
| 1 | 6G Internet of Things: A Comprehensive Survey | IEEE Internet of Things Journal | 2022 | 366 |
| 2 | Federated Learning for Internet of Things: A Comprehensive Survey | IEEE Communications Surveys and Tutorials | 2021 | 365 |
| 3 | Distributed Learning in Wireless Networks: Recent Progress and Future Challenges | IEEE Journal on Selected Areas in Communications | 2021 | 201 |
| 4 | Rate-Splitting Multiple Access: Fundamentals, Survey, and Future Research Trends | IEEE Communications Surveys and Tutorials | 2022 | 171 |
| 5 | On the Road to 6G: Visions, Requirements, Key Technologies, and Testbeds | IEEE Communications Surveys and Tutorials | 2023 | 151 |
| 6 | 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities | Proceedings of the IEEE | 2022 | 131 |
| 7 | Communication-efficient federated learning | Proceedings of the National Academy of Sciences of the United States of America | 2021 | 120 |
| 8 | A silicon photonic–electronic neural network for fibre nonlinearity compensation | Nature Electronics | 2021 | 110 |
| 9 | Active RIS vs. Passive RIS: Which Will Prevail in 6G? | IEEE Transactions on Communications | 2023 | 110 |
| 10 | Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces | IEEE Transactions on Wireless Communications | 2022 | 107 |
| 11 | Federated Learning for 6G: Applications, Challenges, and Opportunities | Engineering | 2022 | 105 |
| 12 | An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression | IEEE Journal on Selected Areas in Communications | 2021 | 103 |
| 13 | The role of halide oxidation in perovskite halide phase separation | Joule | 2021 | 86 |
| 14 | Age of Information in Energy Harvesting Aided Massive Multiple Access Networks | IEEE Journal on Selected Areas in Communications | 2022 | 84 |
| 15 | 5G-Enabled UAV-to-Community Offloading: Joint Trajectory Design and Task Scheduling | IEEE Journal on Selected Areas in Communications | 2021 | 70 |
| 16 | Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks | IEEE Journal on Selected Areas in Communications | 2021 | 61 |
| 17 | Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation | IEEE Transactions on Parallel and Distributed Systems | 2022 | 60 |
| 18 | An Overview of Information-Theoretic Security and Privacy: Metrics, Limits and Applications | IEEE Journal on Selected Areas in Information Theory | 2021 | 56 |
| 19 | A State-of-the-Art Survey on Reconfigurable Intelligent Surface-Assisted Non-Orthogonal Multiple Access Networks | Proceedings of the IEEE | 2022 | 55 |
| 20 | Prospects and applications of photonic neural networks | Advances in Physics: X | 2022 | 54 |
| 21 | Optimal Energy Management for Multi-Microgrid Under a Transactive Energy Framework With Distributionally Robust Optimization | IEEE Transactions on Smart Grid | 2022 | 53 |
| 22 | Dynamic UAV Deployment for Differentiated Services: A Multi-Agent Imitation Learning Based Approach | IEEE Transactions on Mobile Computing | 2023 | 53 |
| 23 | Delay-Phase Precoding for Wideband THz Massive MIMO | IEEE Transactions on Wireless Communications | 2022 | 50 |
| 24 | Vertical Stacked LEGO-PoL CPU Voltage Regulator | IEEE Transactions on Power Electronics | 2022 | 49 |
| 25 | Erasure conversion for fault-tolerant quantum computing in alkaline earth Rydberg atom arrays | Nature Communications | 2022 | 49 |
| 26 | Input-Harmonic-Controlled Broadband Continuous Class-F Power Amplifiers for Sub-6-GHz 5G Applications | IEEE Transactions on Microwave Theory and Techniques | 2020 | 47 |
| 27 | Hybrid NOMA Offloading in Multi-User MEC Networks | IEEE Transactions on Wireless Communications | 2022 | 45 |
| 28 | Yb171 Atoms">Universal Gate Operations on Nuclear Spin Qubits in an Optical Tweezer Array of Yb171 Atoms | Physical Review X | 2022 | 41 |
| 29 | Adduct-based p-doping of organic semiconductors | Nature Materials | 2021 | 40 |
| 30 | Virtual Intermediate Bus CPU Voltage Regulator | IEEE Transactions on Power Electronics | 2022 | 40 |
| 31 | CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks | IEEE Transactions on Consumer Electronics | 2021 | 39 |
| 32 | Cell-Free Massive MIMO in the Short Blocklength Regime for URLLC | IEEE Transactions on Wireless Communications | 2021 | 38 |
| 33 | Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks | IEEE Internet of Things Journal | 2021 | 38 |
| 34 | UAV-to-Device Underlay Communications: Age of Information Minimization by Multi-Agent Deep Reinforcement Learning | IEEE Transactions on Communications | 2021 | 37 |
| 35 | Joint Design for Simultaneously Transmitting and Reflecting (STAR) RIS Assisted NOMA Systems | IEEE Transactions on Wireless Communications | 2023 | 37 |
| 36 | Investigation of Input–Output Waveform Engineered Continuous Inverse Class F Power Amplifiers | IEEE Transactions on Microwave Theory and Techniques | 2019 | 36 |
| 37 | A New QoS-Guarantee Strategy for NOMA Assisted Semi-Grant-Free Transmission | IEEE Transactions on Communications | 2021 | 36 |
| 38 | On the Application of BAC-NOMA to 6G umMTC | IEEE Communications Letters | 2021 | 36 |
| 39 | A review on applications of integrated terahertz systems | China Communications | 2021 | 35 |
| 40 | Federated Learning Over Wireless IoT Networks With Optimized Communication and Resources | IEEE Internet of Things Journal | 2022 | 35 |
| 41 | Toward Ubiquitous Sensing and Localization With Reconfigurable Intelligent Surfaces | Proceedings of the IEEE | 2022 | 33 |
| 42 | Moving-Target Defense Against Cyber-Physical Attacks in Power Grids via Game Theory | IEEE Transactions on Smart Grid | 2021 | 32 |
| 43 | No-Pain No-Gain: DRL Assisted Optimization in Energy-Constrained CR-NOMA Networks | IEEE Transactions on Communications | 2021 | 30 |
| 44 | Convergence of Federated Learning Over a Noisy Downlink | IEEE Transactions on Wireless Communications | 2022 | 29 |
| 45 | Indoor Localization Using Data Augmentation via Selective Generative Adversarial Networks | IEEE Access | 2021 | 29 |
| 46 | Caching Transient Content for IoT Sensing: Multi-Agent Soft Actor-Critic | IEEE Transactions on Communications | 2021 | 29 |
| 47 | Maximizing the Geometric Mean of User-Rates to Improve Rate-Fairness: Proper vs. Improper Gaussian Signaling | IEEE Transactions on Wireless Communications | 2022 | 28 |
| 48 | Secure space–time-modulated millimetre-wave wireless links that are resilient to distributed eavesdropper attacks | Nature Electronics | 2021 | 28 |
| 49 | Photonic Spiking Neural Networks and Graphene-on-Silicon Spiking Neurons | Journal of Lightwave Technology | 2022 | 28 |
| 50 | Holographic Integrated Sensing and Communication | IEEE Journal on Selected Areas in Communications | 2022 | 28 |
