Yong Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 148

Top Venues

CoRR

IEEE Trans. Wirel. Commun.

IEEE Trans. Veh. Technol.

ICC Workshops

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Yuanming Shi, Li Zeng, Jingyang Zhu, Yong Zhou, Chunxiao Jiang, Khaled B. Letaief
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis. CoRR (2024)
Min Fu, Yuanming Shi, Yong Zhou
Federated Learning via Unmanned Aerial Vehicle. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Liantao Wu, Peng Sun, Honglong Chen, Yong Zuo, Yong Zhou, Yang Yang
NOMA-Enabled Multiuser Offloading in Multicell Edge Computing Networks: A Coalition Game Based Approach. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Zhibin Wang, Yapeng Zhao, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Khaled B. Letaief
Over-the-Air Computation for 6G: Foundations, Technologies, and Applications. IEEE Internet Things J. 11 (14) (2024)
Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Wei Chen, Khaled B. Letaief
Over-the-Air Federated Learning and Optimization. IEEE Internet Things J. 11 (10) (2024)
Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics. WCNC (2024)
Fangtong Zhou, Zhibin Wang, Yuanming Shi, Yong Zhou
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications. ICC Workshops (2024)
Meng Wu, Zheng Dong, Zhibin Wang, Qiaochu An, Yuanming Shi, Yong Zhou
Delay Minimization for NOMA-Assisted Federated Learning. WCNC (2024)
Jiayi Yang, Yijie Mao, Dingzhu Wen, Yong Zhou, Yuanming Shi
RIS-Assisted Multi-Device Edge AI Inference. WCNC (2024)
Dandan Wang, Hongbin Zhu, Chenyang Qiu, Yong Zhou, Jie Lu
Distributed Task Offloading in Cooperative Mobile Edge Computing Networks. IEEE Trans. Veh. Technol. 73 (7) (2024)
Qiaochu An, Yong Zhou, Zhibin Wang, Hangguan Shan, Yuanming Shi, Mehdi Bennis
Online Optimization for Over-the-Air Federated Learning With Energy Harvesting. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Yuanming Shi, Shuhao Xia, Yong Zhou, Yijie Mao, Chunxiao Jiang, Meixia Tao
Vertical Federated Learning Over Cloud-RAN: Convergence Analysis and System Optimization. IEEE Trans. Wirel. Commun. 23 (2) (2024)
Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu
Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates. IEEE Internet Things J. 11 (1) (2024)
Zixin Wang, Yong Zhou, Yuanming Shi, Khaled Ben Letaief
Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks. CoRR (2024)
Yifei Zhao, Zixin Wang, Zhibin Wang, Xu Chen, Yong Zhou
Learning to Beamform for Dual-Functional MIMO Radar-Communication Systems. ICC (2023)
Zhanpeng Yang, Yuanming Shi, Yong Zhou, Zixin Wang, Kai Yang
Trustworthy Federated Learning via Blockchain. IEEE Internet Things J. 10 (1) (2023)
Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates. WCNC (2023)
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Min Fu, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Wei Zhang
UAV-Assisted Multi-Cluster Over-the-Air Computation. IEEE Trans. Wirel. Commun. 22 (7) (2023)
Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang
Towards Scalable Wireless Federated Learning: Challenges and Solutions. CoRR (2023)
Hongbin Zhu, Yong Zhou, Hua Qian, Yuanming Shi, Xu Chen, Yang Yang
Online Client Selection for Asynchronous Federated Learning With Fairness Consideration. IEEE Trans. Wirel. Commun. 22 (4) (2023)
Jinglian He, Yijie Mao, Yong Zhou, Ting Wang, Yuanming Shi
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks With User Admission Control. IEEE Trans. Commun. 71 (7) (2023)
Zhaochuan Li, Zhibin Wang, Zixin Wang, Yong Zhou
Energy-Efficient Federated Learning Over Hierarchical Aerial Wireless Networks. PIMRC (2023)
Yuanming Shi, Shuhao Xia, Yong Zhou, Yijie Mao, Chunxiao Jiang, Meixia Tao
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization. CoRR (2023)
Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang
Toward Scalable Wireless Federated Learning: Challenges and Solutions. IEEE Internet Things Mag. 6 (4) (2023)
Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, A. Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kat-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu
6G Network AI Architecture for Everyone-Centric Customized Services. IEEE Netw. 37 (5) (2023)
Fangtong Zhou, Zhibin Wang, Xiliang Luo, Yong Zhou
Over-the-Air Computation Assisted Hierarchical Personalized Federated Learning. ICC (2023)
Yinan Zou, Zixin Wang, Xu Chen, Haibo Zhou, Yong Zhou
Knowledge-Guided Learning for Transceiver Design in Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. 22 (1) (2023)
Yudi Pan, Zhibin Wang, Liantao Wu, Yong Zhou
IRS-Assisted Digital Over-the-Air Federated Learning. GLOBECOM (2023)
Jiaqi Jin, Zhibin Wang, Liantao Wu, Yong Zhou
Hybrid Reconfigurable Intelligent Surface Assisted Over-the-Air Federated Learning. ICC Workshops (2023)
Luteng Qiao, Yong Zhou
Timely Split Inference in Wireless Networks: An Accuracy-Freshness Tradeoff. IEEE Trans. Veh. Technol. 72 (12) (2023)
Zixin Wang, Yong Zhou, Yinan Zou, Qiaochu An, Yuanming Shi, Mehdi Bennis
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning. IEEE Trans. Wirel. Commun. 22 (9) (2023)
Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief
Task-Oriented Communications for 6G: Vision, Principles, and Technologies. IEEE Wirel. Commun. 30 (3) (2023)
Wenzhi Fang, Ziyi Yu, Yuning Jiang, Yuanming Shi, Colin N. Jones, Yong Zhou
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning. IEEE Trans. Signal Process. 70 (2022)
Kunlun Wang, Yong Zhou, Qingqing Wu, Wen Chen, Yang Yang
Task Offloading in Hybrid Intelligent Reflecting Surface and Massive MIMO Relay Networks. IEEE Trans. Wirel. Commun. 21 (6) (2022)
Zhanpeng Yang, Yuanming Shi, Yong Zhou, Zixin Wang, Kai Yang
Trustworthy Federated Learning via Blockchain. CoRR (2022)
Yuhan Yang, Yong Zhou, Youlong Wu, Yuanming Shi
Differentially Private Federated Learning via Reconfigurable Intelligent Surface. CoRR (2022)
Lin Hu, Zhibin Wang, Hongbin Zhu, Yong Zhou
RIS-Assisted Over-the-Air Federated Learning in Millimeter Wave MIMO Networks. J. Commun. Inf. Networks 7 (2) (2022)
Peng Yang, Yuning Jiang, Ting Wang, Yong Zhou, Yuanming Shi, Colin N. Jones
Over-the-Air Federated Learning via Second-Order Optimization. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Jinglian He, Kaiqiang Yu, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief
Reconfigurable Intelligent Surface Assisted Massive MIMO With Antenna Selection. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Ping Zhang, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, Sherman X. Shen, Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kai-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Shuguang Cui, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu
6G Network AI Architecture for Everyone-Centric Customized Services. CoRR (2022)
Miao Yang, Hua Qian, Ximin Wang, Yong Zhou, Hongbin Zhu
Client Selection for Federated Learning With Label Noise. IEEE Trans. Veh. Technol. 71 (2) (2022)
Zixin Wang, Hanyu Zhu, Mingcheng He, Yong Zhou, Xiliang Luo, Ning Zhang
GAN and Multi-Agent DRL Based Decentralized Traffic Light Signal Control. IEEE Trans. Veh. Technol. 71 (2) (2022)
Yong Zhou, Siyuan Sun
Performance Analysis of Opportunistic Beam Splitting NOMA in Millimeter Wave Networks. IEEE Trans. Veh. Technol. 71 (3) (2022)
Wenzhi Fang, Ziyi Yu, Yuning Jiang, Yuanming Shi, Colin N. Jones, Yong Zhou
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning. CoRR (2022)
Yuhan Yang, Yong Zhou, Youlong Wu, Yuanming Shi
Differentially Private Federated Learning via Reconfigurable Intelligent Surface. IEEE Internet Things J. 9 (20) (2022)
Lin Hu, Zhibin Wang, Hongbin Zhu, Yuanming Shi, Yong Zhou
RIS-Assisted Over-the-Air Computation in Millimeter Wave Communication Networks. VTC Spring (2022)
Shuang Liang, Yinan Zou, Yong Zhou
Gan-Based Joint Activity Detection and Channel Estimation For Grant-free Random Access. CoRR (2022)
Min Fu, Yong Zhou, Yuanming Shi, Wei Chen, Rui Zhang
UAV Aided Over-the-Air Computation. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Hanyu Zhu, Yong Zhou, Xiliang Luo, Haibo Zhou
Joint Control of Power, Beamwidth, and Spacing for Platoon-Based Vehicular Cyber-Physical Systems. IEEE Trans. Veh. Technol. 71 (8) (2022)
Shuang Liang, Yinan Zou, Yong Zhou
Gan-Based Joint Activity Detection and Channel Estimation for Grant-Free Random Access. ICASSP (2022)
Min Fu, Tao Jiang, Hayoung Choi, Yong Zhou, Yuanming Shi
Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection. IEEE Trans. Commun. 70 (6) (2022)
Zixin Wang, Jun Zong, Yong Zhou, Yuanming Shi, Vincent W. S. Wong
Decentralized Multi-Agent Power Control in Wireless Networks With Frequency Reuse. IEEE Trans. Commun. 70 (3) (2022)
Peng Yang, Yuning Jiang, Ting Wang, Yong Zhou, Yuanming Shi, Colin N. Jones
Over-the-Air Federated Learning via Second-Order Optimization. CoRR (2022)
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Min Fu, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Wei Zhang
UAV-Assisted Multi-Cluster Over-the-Air Computation. CoRR (2022)
Zhibin Wang, Yong Zhou, Yuanming Shi, Weihua Zhuang
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Jinglian He, Yijie Mao, Yong Zhou, Ting Wang, Yuanming Shi
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks with User Admission Control. CoRR (2022)
Zhibin Wang, Jiahang Qiu, Yong Zhou, Yuanming Shi, Liqun Fu, Wei Chen, Khaled B. Letaief
Federated Learning via Intelligent Reflecting Surface. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Hongbin Zhu, Miao Yang, Junqian Kuang, Hua Qian, Yong Zhou
Client Selection for Asynchronous Federated Learning with Fairness Consideration. ICC Workshops (2022)
Zhibin Wang, Yong Zhou, Yuanming Shi, Weihua Zhuang
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks. CoRR (2022)
Ahmed Elhamy Mostafa, Vincent W. S. Wong, Yong Zhou, Robert Schober, Zhe Luo, Shuri Liao, Mengying Ding
Aggregate Preamble Sequence Design and Detection for Massive IoT With Deep Learning. IEEE Trans. Veh. Technol. 70 (4) (2021)
Hanyu Zhu, Zixin Wang, Fuqian Yang, Yong Zhou, Xiliang Luo
Intelligent Traffic Network Control in the Era of Internet of Vehicles. IEEE Trans. Veh. Technol. 70 (10) (2021)
Zixin Wang, Hanyu Zhu, Yong Zhou, Xiliang Luo
Joint Traffic Signal and Connected Vehicle Control in IoV via Deep Reinforcement Learning. WCNC (2021)
Shaoming Huang, Yong Zhou, Ting Wang, Yuanming Shi
Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation. ICC Workshops (2021)
Ding Li, Kunlun Wang, Hongbin Zhu, Yong Zhou, Yuanming Shi
Joint Admission Control and Beamforming for Intelligent Reflecting Surface Aided Wireless Networks. ICC Workshops (2021)
Yuhang Du, Lukuan Xing, Yong Zhou, Yuanming Shi
Interference Management for Over-the-Air Computation and Cellular Coexistence Systems. GLOBECOM (Workshops) (2021)
Yuhan Yang, Yong Zhou, Ting Wang, Yuanming Shi
Reconfigurable Intelligent Surface Assisted Federated Learning with Privacy Guarantee. ICC Workshops (2021)
Sheng Hua, Yong Zhou, Kai Yang, Yuanming Shi, Kunlun Wang
Reconfigurable Intelligent Surface for Green Edge Inference. IEEE Trans. Green Commun. Netw. 5 (2) (2021)
Jun Li, Min Fu, Yong Zhou, Yuanming Shi
Double-RIS Assisted Over-the-Air Computation. GLOBECOM (Workshops) (2021)
Shuhao Xia, Jingyang Zhu, Yuhan Yang, Yong Zhou, Yuanming Shi, Wei Chen
Fast Convergence Algorithm for Analog Federated Learning. ICC (2021)
Hayoung Choi, Tao Jiang, Yuanming Shi, Xuan Liu, Yong Zhou, Khaled B. Letaief
Large-Scale Beamforming for Massive MIMO via Randomized Sketching. IEEE Trans. Veh. Technol. 70 (5) (2021)
Lukuan Xing, Yong Zhou, Yuanming Shi
Over-the-Air Computation via Cloud Radio Access Networks. ICC Workshops (2021)
Min Fu, Yong Zhou, Yuanming Shi, Wei Chen, Rui Zhang
UAV Aided Over-the-Air Computation. CoRR (2021)
Zhanpeng Yang, Yong Zhou, Youlong Wu, Yuanming Shi
Communication-Efficient Quantized SGD for Learning Polynomial Neural Network. IPCCC (2021)
Penghao Cai, Jun Zong, Xiliang Luo, Yong Zhou, Shengbo Chen, Hua Qian
Downlink Channel Tracking for Intelligent Reflecting Surface-Aided FDD MIMO Systems. IEEE Trans. Veh. Technol. 70 (4) (2021)
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee. CoRR (2021)
Yandong Shi, Min Fu, Yong Zhou, Yuanming Shi
Capacity Region of Intelligent Reflecting Surface Aided Wireless Networks via Active Learning. GLOBECOM (2021)
Yandong Shi, Yong Zhou, Yuanming Shi
Over-the-Air Decentralized Federated Learning. ISIT (2021)
Shuang Liang, Yuanming Shi, Yong Zhou
Sparse Signal Processing for Massive Connectivity via Mixed-Integer Programming. ICCC (2021)
Bohai Li, Qian Wang, He Chen, Yong Zhou, Yonghui Li
Optimizing Information Freshness for Cooperative IoT Systems with Stochastic Arrivals. CoRR (2021)
Bohai Li, Qian Wang, He Chen, Yong Zhou, Yonghui Li
Optimizing Information Freshness for Cooperative IoT Systems With Stochastic Arrivals. IEEE Internet Things J. 8 (19) (2021)
Wenzhi Fang, Yuning Jiang, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief
Over-the-Air Computation via Reconfigurable Intelligent Surface. IEEE Trans. Commun. 69 (12) (2021)
Shuhao Xia, Yuanming Shi, Yong Zhou, Xiaojun Yuan
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation. IEEE Trans. Signal Process. 69 (2021)
Shuhao Xia, Yuanming Shi, Yong Zhou, Xiaojun Yuan
Reconfigurable Intelligent Surface for Massive Connectivity. CoRR (2021)
Qiaochu An, Yong Zhou, Yuanming Shi
Robust Design for Reconfigurable Intelligent Surface Assisted Over-the-Air Computation. WCNC (2021)
Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen
UAV-Assisted Over-the-Air Computation. ICC (2021)
Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen
UAV-Assisted Over-the-Air Computation. CoRR (2021)
Jun Zong, Fuqian Yang, Yong Zhou, Hua Qian, Xiliang Luo
Optimal Configuration of Intelligent Walls for Interference Management in Smart Buildings. ICCC (2021)
Min Fu, Yong Zhou, Yuanming Shi
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks. ICC Workshops (2021)
Wenzhi Fang, Yinan Zou, Hongbin Zhu, Yuanming Shi, Yong Zhou
Optimal Receive Beamforming for Over-the-Air Computation. SPAWC (2021)
Wenzhi Fang, Yuning Jiang, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief
Over-the-Air Computation via Reconfigurable Intelligent Surface. CoRR (2021)
Shaoming Huang, Yong Zhou, Ting Wang, Yuanming Shi
Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation. CoRR (2021)
Wenzhi Fang, Yinan Zou, Hongbin Zhu, Yuanming Shi, Yong Zhou
Optimal Receive Beamforming for Over-the-Air Computation. CoRR (2021)
Kunlun Wang, Yong Zhou, Jun Li, Long Shi, Wen Chen, Lajos Hanzo
Energy-Efficient Task Offloading in Massive MIMO-Aided Multi-Pair Fog-Computing Networks. IEEE Trans. Commun. 69 (4) (2021)
Min Fu, Yong Zhou, Yuanming Shi, Khaled B. Letaief
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access. IEEE Trans. Commun. 69 (6) (2021)
Yandong Shi, Yong Zhou, Yuanming Shi
Over-the-Air Decentralized Federated Learning. CoRR (2021)
Zhibin Wang, Yuanming Shi, Yong Zhou, Haibo Zhou, Ning Zhang
Wireless-Powered Over-the-Air Computation in Intelligent Reflecting Surface-Aided IoT Networks. IEEE Internet Things J. 8 (3) (2021)
Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface. CoRR (2020)
Jie Li, Yong Zhou, He Chen, Yuanming Shi
Age of Aggregated Information: Timely Status Update with Over-the-Air Computation. GLOBECOM (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yong Zhou