Cui, Shuguang

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

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

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

A generalist medical language model for disease diagnosis assistance

Liu, X., Liu, H., Yang, G., Jiang, Z., Cui, S., Zhang, Z., Wang, H., Tao, L., Sun, Y., Song, Z., et al. (2025) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 183

NetLLM: adapting large language models for networking

Wu, D., Wang, X., Qiao, Y., Wang, Z., Jiang, J., Cui, S., & Wang, F. (2024) · Proceedings of the ACM SIGCOMM 2024 Conference

Software-Defined Networks and 5GDomain Adaptation and Few-Shot Learning

Cited by 167

Reinforcement Learning-Based Multiaccess Control and Battery Prediction With Energy Harvesting in IoT Systems

Chu, M., Li, H., Liao, X., & Cui, S. (2019) · IEEE Internet of Things Journal

IoT Networks and ProtocolsEnergy Harvesting in Wireless Networks

Cited by 153

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

Privacy-Preserving Aggregation for Federated Learning-Based Navigation in Vehicular Fog

Kong, Q., Yin, F., Lu, R., Li, B., Wang, X., Cui, S., & Zhang, P. (2021) · IEEE Transactions on Industrial Informatics

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 102

LATR: 3D Lane Detection from Monocular Images with Transformer

Luo, Y., Zheng, C., Yan, X., Kun, T., Zheng, C., Cui, S., & Li, Z. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Autonomous Vehicle Technology and SafetyAdvanced Neural Network Applications

Cited by 64

One-Class Classifier Based Fault Detection in Distribution Systems With Varying Penetration Levels of Distributed Energy Resources

Lin, Z., Duan, D., Yang, Q., Hong, X., Cheng, X., Yang, L., & Cui, S. (2020) · IEEE Access

Power Systems Fault DetectionPower System Optimization and Stability

Cited by 21