Yong Zhou

Orcid: 0000-0002-7499-6256

Affiliations:
  • ShanghaiTech University, Shanghai, China
  • University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, BC, Canada (2015-2017)
  • University of Waterloo, Department of Electrical and Computer Engineering, ON, Canada (PhD 2015)


According to our database1, Yong Zhou authored at least 127 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Vertical Federated Learning Over Cloud-RAN: Convergence Analysis and System Optimization.
IEEE Trans. Wirel. Commun., February, 2024

Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates.
IEEE Internet Things J., January, 2024

NOMA-Enabled Multiuser Offloading in Multicell Edge Computing Networks: A Coalition Game Based Approach.
IEEE Trans. Netw. Sci. Eng., 2024

2023
Timely Split Inference in Wireless Networks: An Accuracy-Freshness Tradeoff.
IEEE Trans. Veh. Technol., December, 2023

Toward Scalable Wireless Federated Learning: Challenges and Solutions.
IEEE Internet Things Mag., December, 2023

A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning.
IEEE Trans. Wirel. Commun., September, 2023

6G Network AI Architecture for Everyone-Centric Customized Services.
IEEE Netw., September, 2023

UAV-Assisted Multi-Cluster Over-the-Air Computation.
IEEE Trans. Wirel. Commun., July, 2023

Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks With User Admission Control.
IEEE Trans. Commun., July, 2023

Task-Oriented Communications for 6G: Vision, Principles, and Technologies.
IEEE Wirel. Commun., June, 2023

Online Client Selection for Asynchronous Federated Learning With Fairness Consideration.
IEEE Trans. Wirel. Commun., April, 2023

Knowledge-Guided Learning for Transceiver Design in Over-the-Air Federated Learning.
IEEE Trans. Wirel. Commun., 2023

Trustworthy Federated Learning via Blockchain.
IEEE Internet Things J., 2023

Over-the-Air Federated Learning and Optimization.
CoRR, 2023

Towards Scalable Wireless Federated Learning: Challenges and Solutions.
CoRR, 2023

Integrated Sensing-Communication-Computation for Edge Artificial Intelligence.
CoRR, 2023

Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
IEEE Commun. Surv. Tutorials, 2023

Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Energy-Efficient Federated Learning Over Hierarchical Aerial Wireless Networks.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Over-the-Air Computation Assisted Hierarchical Personalized Federated Learning.
Proceedings of the IEEE International Conference on Communications, 2023

Learning to Beamform for Dual-Functional MIMO Radar-Communication Systems.
Proceedings of the IEEE International Conference on Communications, 2023

Hybrid Reconfigurable Intelligent Surface Assisted Over-the-Air Federated Learning.
Proceedings of the IEEE International Conference on Communications, 2023

IRS-Assisted Digital Over-the-Air Federated Learning.
Proceedings of the IEEE Global Communications Conference, 2023

2022
RIS-Assisted Over-the-Air Federated Learning in Millimeter Wave MIMO Networks.
J. Commun. Inf. Networks, June, 2022

Over-the-Air Federated Learning via Second-Order Optimization.
IEEE Trans. Wirel. Commun., 2022

Task Offloading in Hybrid Intelligent Reflecting Surface and Massive MIMO Relay Networks.
IEEE Trans. Wirel. Commun., 2022

Federated Learning via Intelligent Reflecting Surface.
IEEE Trans. Wirel. Commun., 2022

Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.
IEEE Trans. Wirel. Commun., 2022

Reconfigurable Intelligent Surface Assisted Massive MIMO With Antenna Selection.
IEEE Trans. Wirel. Commun., 2022

UAV Aided Over-the-Air Computation.
IEEE Trans. Wirel. Commun., 2022

Joint Control of Power, Beamwidth, and Spacing for Platoon-Based Vehicular Cyber-Physical Systems.
IEEE Trans. Veh. Technol., 2022

Performance Analysis of Opportunistic Beam Splitting NOMA in Millimeter Wave Networks.
IEEE Trans. Veh. Technol., 2022

Client Selection for Federated Learning With Label Noise.
IEEE Trans. Veh. Technol., 2022

GAN and Multi-Agent DRL Based Decentralized Traffic Light Signal Control.
IEEE Trans. Veh. Technol., 2022

Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning.
IEEE Trans. Signal Process., 2022

Decentralized Multi-Agent Power Control in Wireless Networks With Frequency Reuse.
IEEE Trans. Commun., 2022

Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection.
IEEE Trans. Commun., 2022

Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks.
IEEE J. Sel. Areas Commun., 2022

Differentially Private Federated Learning via Reconfigurable Intelligent Surface.
IEEE Internet Things J., 2022

Over-the-Air Computation: Foundations, Technologies, and Applications.
CoRR, 2022

RIS-Assisted Over-the-Air Computation in Millimeter Wave Communication Networks.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Client Selection for Asynchronous Federated Learning with Fairness Consideration.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Gan-Based Joint Activity Detection and Channel Estimation for Grant-Free Random Access.
Proceedings of the IEEE International Conference on Acoustics, 2022

Timely Status Update for Wireless Data Aggregation via Over-the-Air Computation.
Proceedings of the IEEE Global Communications Conference, 2022

NPSR: Neural Network enabled Phase-Space Reconstruction for Wireless Channel Prediction.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Markov State Transition Modeling in Complex High-Dimensional State Space Based on Fuzzy Integral.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Task Offloading and Resource Allocation in CPU-GPU Heterogeneous Networks.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Intelligent Traffic Network Control in the Era of Internet of Vehicles.
IEEE Trans. Veh. Technol., 2021

Aggregate Preamble Sequence Design and Detection for Massive IoT With Deep Learning.
IEEE Trans. Veh. Technol., 2021

Large-Scale Beamforming for Massive MIMO via Randomized Sketching.
IEEE Trans. Veh. Technol., 2021

Downlink Channel Tracking for Intelligent Reflecting Surface-Aided FDD MIMO Systems.
IEEE Trans. Veh. Technol., 2021

Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation.
IEEE Trans. Signal Process., 2021

Reconfigurable Intelligent Surface for Green Edge Inference.
IEEE Trans. Green Commun. Netw., 2021

Energy-Efficient Task Offloading in Massive MIMO-Aided Multi-Pair Fog-Computing Networks.
IEEE Trans. Commun., 2021

Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.
IEEE Trans. Commun., 2021

Over-the-Air Computation via Reconfigurable Intelligent Surface.
IEEE Trans. Commun., 2021

Wireless-Powered Over-the-Air Computation in Intelligent Reflecting Surface-Aided IoT Networks.
IEEE Internet Things J., 2021

Optimizing Information Freshness for Cooperative IoT Systems With Stochastic Arrivals.
IEEE Internet Things J., 2021

Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.
CoRR, 2021

Reconfigurable Intelligent Surface for Massive Connectivity.
CoRR, 2021

Joint Traffic Signal and Connected Vehicle Control in IoV via Deep Reinforcement Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Robust Design for Reconfigurable Intelligent Surface Assisted Over-the-Air Computation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Optimal Receive Beamforming for Over-the-Air Computation.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Over-the-Air Decentralized Federated Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2021

Communication-Efficient Quantized SGD for Learning Polynomial Neural Network.
Proceedings of the IEEE International Performance, 2021

Optimal Configuration of Intelligent Walls for Interference Management in Smart Buildings.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Sparse Signal Processing for Massive Connectivity via Mixed-Integer Programming.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Reconfigurable Intelligent Surface Assisted Federated Learning with Privacy Guarantee.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Over-the-Air Computation via Cloud Radio Access Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Fast Convergence Algorithm for Analog Federated Learning.
Proceedings of the ICC 2021, 2021

Joint Admission Control and Beamforming for Intelligent Reflecting Surface Aided Wireless Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

UAV-Assisted Over-the-Air Computation.
Proceedings of the ICC 2021, 2021

Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Learning Proximal Operator Methods for Massive Connectivity in IoT Networks.
Proceedings of the IEEE Global Communications Conference, 2021

Multi-Tier Task Offloading with Intelligent Reflecting Surface and Massive MIMO Relay.
Proceedings of the IEEE Global Communications Conference, 2021

Capacity Region of Intelligent Reflecting Surface Aided Wireless Networks via Active Learning.
Proceedings of the IEEE Global Communications Conference, 2021

Double-RIS Assisted Over-the-Air Computation.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Interference Management for Over-the-Air Computation and Cellular Coexistence Systems.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020
Energy and Spectral Efficiency Tradeoff via Rate Splitting and Common Beamforming Coordination in Multicell Networks.
IEEE Trans. Commun., 2020

Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface.
IEEE Netw., 2020

Online Task Scheduling and Resource Allocation for Intelligent NOMA-Based Industrial Internet of Things.
IEEE J. Sel. Areas Commun., 2020

Age of Information for Multicast Transmission With Fixed and Random Deadlines in IoT Systems.
IEEE Internet Things J., 2020

Communication-Efficient Edge AI Inference Over Wireless Networks.
CoRR, 2020

Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

A Joint Angle and Distance based User Pairing Strategy for Millimeter Wave NOMA Networks.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

On the Age of Information for Multicast Transmission with Hard Deadlines in IoT Systems.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Wirelessly Powered Data Aggregation via Intelligent Reflecting Surface Assisted Over-the-Air Computation.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Multigroup Multicast Transmission via Intelligent Reflecting Surface.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Noisy Demixing: Convex Relaxation Meets Nonconvex Optimization.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Reconfigurable Intelligent Surface Enhanced Cognitive Radio Networks.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Reconfigurable Intelligent Surface Assisted Non-Orthogonal Unicast and Broadcast Transmission.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Sparse Signal Processing for Massive Device Connectivity via Deep Learning.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Age of Aggregated Information: Timely Status Update with Over-the-Air Computation.
Proceedings of the IEEE Global Communications Conference, 2020

Age-Oriented Opportunistic Relaying in Cooperative Status Update Systems with Stochastic Arrivals.
Proceedings of the IEEE Global Communications Conference, 2020

Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Connection Density Maximization of Narrowband IoT Systems With NOMA.
IEEE Trans. Wirel. Commun., 2019

Flexible Functional Split Design for Downlink C-RAN With Capacity-Constrained Fronthaul.
IEEE Trans. Veh. Technol., 2019

Timely Status Update in Internet of Things Monitoring Systems: An Age-Energy Tradeoff.
IEEE Internet Things J., 2019

Reconfigurable Intelligent Surface for Green Edge Inference.
CoRR, 2019

Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.
CoRR, 2019

Dynamic User Pairing and Power Allocation for Throughput Maximization in NOMA Systems.
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Task Offloading in NOMA-Based Fog Computing Networks: A Deep Q-Learning Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks.
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

2018
Coverage and Rate Analysis of Millimeter Wave NOMA Networks With Beam Misalignment.
IEEE Trans. Wirel. Commun., 2018

Stable Throughput Regions of Opportunistic NOMA and Cooperative NOMA With Full-Duplex Relaying.
IEEE Trans. Wirel. Commun., 2018

Dynamic Decode-and-Forward Based Cooperative NOMA With Spatially Random Users.
IEEE Trans. Wirel. Commun., 2018

Max-Min Resource Allocation for Video Transmission in NOMA-Based Cognitive Wireless Networks.
IEEE Trans. Commun., 2018

Performance Analysis of Millimeter Wave NOMA Networks with Beam Misalignment.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

How to Exploit Mobility to Mitigate Pilot Contamination?
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017
Opportunistic cooperation in wireless ad hoc networks with interference correlation.
Peer-to-Peer Netw. Appl., 2017

Stable throughput region of downlink NOMA transmissions with limited CSI.
Proceedings of the IEEE International Conference on Communications, 2017

Connectivity maximization for narrowband IoT systems with NOMA.
Proceedings of the IEEE International Conference on Communications, 2017

Performance Analysis of Cooperative NOMA with Dynamic Decode-and-Forward Relaying.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
System Performance Analysis of Cooperative Communication in Wireless Ad Hoc Networks.
PhD thesis, 2016

Performance Analysis of Cooperative Communication in Decentralized Wireless Networks With Unsaturated Traffic.
IEEE Trans. Wirel. Commun., 2016

A Dynamic Resource Sharing Mechanism for Cloud Radio Access Networks.
IEEE Trans. Wirel. Commun., 2016

2015
Throughput Analysis of Cooperative Communication in Wireless Ad Hoc Networks With Frequency Reuse.
IEEE Trans. Wirel. Commun., 2015

2013
Beneficial cooperation ratio in multi-hop wireless ad hoc networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012
Performance of opportunistic relaying with truncated ARQ over Nakagami-m fading channels.
Trans. Emerg. Telecommun. Technol., 2012

2011
Link-Utility-Based Cooperative MAC Protocol for Wireless Multi-Hop Networks.
IEEE Trans. Wirel. Commun., 2011

Exact Capacity Analysis of Partial Relay Selection Under Outdated CSI Over Rayleigh Fading Channels.
IEEE Trans. Veh. Technol., 2011

Energy-efficient cooperative routing algorithm with truncated automatic repeat request over Nakagami-m fading channels.
IET Commun., 2011

2010
Two-Transmitter Two-Receiver Cooperative MAC Protocol: Cross-Layer Design and Performance Analysis.
IEEE Trans. Veh. Technol., 2010

Approximate SEP Analysis for DF Cooperative Networks With Opportunistic Relaying.
IEEE Signal Process. Lett., 2010

An Improved Selection Cooperation Scheme for Decode-and-Forward Relaying.
IEEE Commun. Lett., 2010


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