Quek, Tony Q. S.

Federated Learning With Differential Privacy: Algorithms and Performance Analysis

Wei, K., Li, J., Ding, M., Ma, C., Yang, H. H., Farokhi, F., Jin, S., Quek, T. Q. S., & Vincent Poor, H. (2020) · IEEE Transactions on Information Forensics and Security

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 2,400

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

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

Learning for Computation Offloading in Mobile Edge Computing

Dinh, T. Q., La, Q. D., Quek, T. Q. S., & Shin, H. (2018) · IEEE Transactions on Communications

IoT and Edge/Fog ComputingAdvanced Wireless Network Optimization

Cited by 214

Learning Based Content Caching and Sharing for Wireless Networks

Song, J., Sheng, M., Quek, T. Q. S., Xu, C., & Wang, X. (2017) · IEEE Transactions on Communications

Caching and Content DeliveryAge of Information Optimization

Cited by 144

Deep Learning for Distributed Optimization: Applications to Wireless Resource Management

Lee, H., Lee, S. H., & Quek, T. Q. S. (2019) · IEEE Journal on Selected Areas in Communications

Advanced Wireless Network OptimizationAdvanced MIMO Systems Optimization

Cited by 129

Improving Network Availability of Ultra-Reliable and Low-Latency Communications With Multi-Connectivity

She, C., Chen, Z., Yang, C., Quek, T. Q. S., Li, Y., & Vucetic, B. (2018) · IEEE Transactions on Communications

Cooperative Communication and Network CodingIoT Networks and Protocols

Cited by 88

Reinforcement Learning-based Mobile Edge Computing and Transmission Scheduling for Video Surveillance

Kunpeng, Y., Shan, H., Sun, T., Hu, R., Wu, Y., Yu, L., Zhang, Z., & Quek, T. Q. S. (2021) · IEEE Transactions on Emerging Topics in Computing

IoT and Edge/Fog ComputingUAV Applications and Optimization

Cited by 39

Effective Joint Scheduling and Power Allocation for URLLC-Oriented V2I Communications

Li, J., Niu, Y., Wu, H., Ai, B., Quek, T. Q. S., Wang, N., & Chen, S. (2024) · IEEE Transactions on Vehicular Technology

Vehicular Ad Hoc Networks (VANETs)Advanced Wireless Network Optimization

Cited by 14