Poor, H. Vincent

A Joint Learning and Communications Framework for Federated Learning over Wireless Networks

Chen, M., Yang, Z., Saad, W., Yin, C., Poor, H. V., & Cui, S. (2019) · arXiv

Privacy-Preserving Technologies in DataAdvanced Wireless Network Optimization

Cited by 1,547

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

Chen, M., Yang, Z., Saad, W., Yin, C., Poor, H. V., & Cui, S. (2021) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataAdvanced Wireless Network Optimization

Cited by 1,547

Active RIS vs. Passive RIS: Which Will Prevail in 6G?

Zhang, Z., Dai, L., Chen, X., Liu, C., Yang, F., Schober, R., & Poor, H. V. (2023) · IEEE Transactions on Communications

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 1,150

Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization

Wang, J., Liu, Q., Liang, H., Joshi, G., & Poor, H. V. (2020) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 927

6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities

Noor-A-Rahim, M., Liu, Z., Lee, H., Khyam, M. O., He, J., Pesch, D., Moessner, K., Saad, W., & Poor, H. V. (2022) · Proceedings of the IEEE

Vehicular Ad Hoc Networks (VANETs)Advanced Wireless Communication Technologies

Cited by 737

Federated learning meets blockchain in edge computing: Opportunities and challenges

Nguyen, D. C., Ding, M., Pham, Q.-V., Pathirana, P. N., Le, L. B., Seneviratne, A., Li, J., Niyato, D., & Poor, H. V. (2021) · IEEE Internet of Things Journal

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 661

Scheduling Policies for Federated Learning in Wireless Networks

Yang, H. H., Liu, Z., Quek, T. Q. S., & Poor, H. V. (2020) · IEEE Transactions on Communications

Privacy-Preserving Technologies in DataAdvanced Wireless Network Optimization

Cited by 640

Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing

Liu, C.-F., Bennis, M., Debbah, M., & Poor, H. V. (2019) · IEEE Transactions on Communications

IoT and Edge/Fog ComputingAdvanced Wireless Network Optimization

Cited by 435

A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

She, C., Sun, C., Gu, Z., Li, Y., Yang, C., Poor, H. V., & Vucetic, B. (2021) · Proceedings of the IEEE

Advanced Wireless Communication TechnologiesSoftware-Defined Networks and 5G

Cited by 405

Convergence Time Optimization for Federated Learning Over Wireless Networks

Chen, M., Poor, H. V., Saad, W., & Cui, S. (2021) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataAdvanced Wireless Network Optimization

Cited by 403

Communication-efficient federated learning

Chen, M., Shlezinger, N., Poor, H. V., Eldar, Y. C., & Cui, S. (2021) · Proceedings of the National Academy of Sciences

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 397

On Safeguarding Privacy and Security in the Framework of Federated Learning

Ma, C., Li, J., Ding, M., Yang, H. H., Shu, F., Quek, T. Q. S., & Poor, H. V. (2020) · IEEE Network

Privacy-Preserving Technologies in DataCloud Data Security Solutions

Cited by 318

UVeQFed: Universal Vector Quantization for Federated Learning

Shlezinger, N., Chen, M., Eldar, Y. C., Poor, H. V., & Cui, S. (2021) · IEEE Transactions on Signal Processing

Privacy-Preserving Technologies in DataDistributed Sensor Networks and Detection Algorithms

Cited by 275

When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm

Ma, C., Li, J., Ding, M., Shi, L., Wang, T., Han, Z., & Poor, H. V. (2020) · arXiv

Privacy-Preserving Technologies in DataBlockchain Technology Applications and Security

Cited by 225

Intelligent Omni-Surfaces for Full-Dimensional Wireless Communications: Principles, Technology, and Implementation

Zhang, H., Zeng, S., Di, B., Tan, Y., Di Renzo, M., Debbah, M., Han, Z., Poor, H. V., & Song, L. (2022) · IEEE Communications Magazine

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 218

Delay Minimization for NOMA-MEC Offloading

Ding, Z., Ng, D. W. K., Schober, R., & Poor, H. V. (2018) · IEEE Signal Processing Letters

IoT and Edge/Fog ComputingAdvanced Wireless Communication Technologies

Cited by 189

What Physical Layer Security Can Do for 6G Security

Mitev, M., Chorti, A., Poor, H. V., & Fettweis, G. P. (2023) · IEEE Open Journal of Vehicular Technology

Wireless Communication Security TechniquesQuantum Information and Cryptography

Cited by 184

Federated Learning for Industrial Internet of Things in Future Industries

Nguyen, D. C., Ding, M., Pathirana, P. N., Seneviratne, A., Li, J., Niyato, D., & Poor, H. V. (2021) · IEEE Wireless Communications

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 166

Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks

Hu, Y., Chen, M., Saad, W., Poor, H. V., & Cui, S. (2021) · IEEE Journal on Selected Areas in Communications

UAV Applications and OptimizationReinforcement Learning in Robotics

Cited by 152

Interactive AI With Retrieval-Augmented Generation for Next Generation Networking

Zhang, R., Du, H., Liu, Y., Niyato, D., Kang, J., Sun, S., Shen, X., & Poor, H. V. (2024) · IEEE Network

Software-Defined Networks and 5GAdvanced Data and IoT Technologies

Cited by 147

Communication-efficient distributed learning: An overview

Cao, X., Başar, T., Diggavi, S., Eldar, Y. C., Letaief, K. B., Poor, H. V., & Zhang, J. (2023) · IEEE Journal on Selected Areas in Communications

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 139

Two-Dimensional Direction-of-Arrival Estimation Using Stacked Intelligent Metasurfaces

An, J., Yuen, C., Guan, Y. L., Renzo, M. D., Debbah, M., Poor, H. V., & Hanzo, L. (2024) · IEEE Journal on Selected Areas in Communications

Advanced Antenna and Metasurface TechnologiesDirection-of-Arrival Estimation Techniques

Cited by 125

Vulnerability Assessment of 6G-Enabled Smart Grid Cyber–Physical Systems

Tariq, M., Ali, M., Naeem, F., & Poor, H. V. (2021) · IEEE Internet of Things Journal

Smart Grid Security and ResiliencePower System Optimization and Stability

Cited by 116

Low-Latency Federated Learning Over Wireless Channels With Differential Privacy

Wei, K., Li, J., Ma, C., Ding, M., Chen, C., Jin, S., Han, Z., & Poor, H. V. (2022) · IEEE Journal on Selected Areas in Communications

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 109