Guangxu Zhu

Orcid: 0000-0001-9532-9201

According to our database1, Guangxu Zhu authored at least 112 papers between 2013 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
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference.
IEEE Trans. Wirel. Commun., April, 2024

Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
IEEE Trans. Wirel. Commun., March, 2024

Task-Oriented Over-the-Air Computation for Multi-Device Edge AI.
IEEE Trans. Wirel. Commun., March, 2024

Federated Learning With Energy Harvesting Devices.
IEEE Trans. Green Commun. Netw., March, 2024

Multi-Feature Traffic Prediction Based on Signaling Information for Cellular Network.
IEEE Trans. Veh. Technol., 2024

RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks.
CoRR, 2024

Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing.
CoRR, 2024

Beamforming Design for Semantic-Bit Coexisting Communication System.
CoRR, 2024

Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN.
CoRR, 2024

2023
Wireless Image Transmission With Semantic and Security Awareness.
IEEE Wirel. Commun. Lett., August, 2023

Integrated Sensing, Communication, and Computation Over-the-Air: MIMO Beamforming Design.
IEEE Trans. Wirel. Commun., August, 2023

Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication.
IEEE Trans. Wirel. Commun., April, 2023

Energy Efficient Wireless Crowd Labeling: Joint Annotator Clustering and Power Control.
IEEE Trans. Wirel. Commun., March, 2023

ISAC-Accelerated Edge Intelligence: Framework, Optimization, and Analysis.
IEEE Trans. Green Commun. Netw., March, 2023

Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G.
Sci. China Inf. Sci., March, 2023

Optimized Power Control for Over-the-Air Federated Averaging With Data Privacy Guarantee.
IEEE Trans. Veh. Technol., February, 2023

Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration.
IEEE J. Sel. Top. Signal Process., January, 2023

Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving.
IEEE Wirel. Commun. Lett., 2023

Task-Oriented Integrated Sensing, Computation and Communication for Wireless Edge AI.
IEEE Netw., 2023

6G Non-Terrestrial Networks Enabled Low-Altitude Economy: Opportunities and Challenges.
CoRR, 2023

Integrating Sensing, Communication, and Power Transfer: From Theory to Practice.
CoRR, 2023

Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design.
CoRR, 2023

Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems.
CoRR, 2023

Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning.
CoRR, 2023

Joint Compression and Deadline Optimization for Wireless Federated Learning.
CoRR, 2023

Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding.
CoRR, 2023

Over-the-Air Federated Edge Learning with Error-Feedback One-Bit Quantization and Power Control.
CoRR, 2023

Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

UKFWiTr: A Single-link Indoor Tracking Method Based on WiFi CSI.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Towards Pervasive Sensing: A multimodal approach via CSI and RGB image modalities fusion.
Proceedings of the 3rd ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2023

FallDeWideo: Vision-Aided Wireless Sensing Dataset for Fall Detection with Commodity Wi-Fi Devices.
Proceedings of the 3rd ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2023

Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving.
IROS, 2023

Federated Edge Learning via Integrated Sensing, Computation, and Communication.
Proceedings of the IEEE International Conference on Communications, 2023

Theoretical Analysis and Performance Evaluation for Federated Edge Learning with Integrated Sensing, Communication and Computation.
Proceedings of the IEEE International Conference on Communications, 2023

Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics.
Proceedings of the IEEE Global Communications Conference, 2023

Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Semantic Communications for Joint Image Recovery and Classification.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems.
Proceedings of the IEEE Globecom Workshops 2023, 2023

TinyFL: A Lightweight Federated Learning Method with Efficient Memory-and-Communication.
Proceedings of the IEEE Globecom Workshops 2023, 2023

CHA-Sens: An End-to-End Comprehensive Residual Convolution Framework for CSI-based Human Activity Sensing.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022
Turning Channel Noise Into an Accelerator for Over-the-Air Principal Component Analysis.
IEEE Trans. Wirel. Commun., 2022

Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling.
IEEE Trans. Wirel. Commun., 2022

Data Partition and Rate Control for Learning and Energy Efficient Edge Intelligence.
IEEE Trans. Wirel. Commun., 2022

Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation.
Frontiers Inf. Technol. Electron. Eng., 2022

Optimized Power Control Design for Over-the-Air Federated Edge Learning.
IEEE J. Sel. Areas Commun., 2022

Transmission Power Control for Over-the-Air Federated Averaging at Network Edge.
IEEE J. Sel. Areas Commun., 2022

Toward Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search.
IEEE Internet Things J., 2022

Vertical Federated Edge Learning With Distributed Integrated Sensing and Communication.
IEEE Commun. Lett., 2022

Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G.
CoRR, 2022

An Overview on Over-the-Air Federated Edge Learning.
CoRR, 2022

Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search.
CoRR, 2022

Training Time Minimization in Quantized Federated Edge Learning under Bandwidth Constraint.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Over-the-Air Computation with Imperfect Channel State Information.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Accelerating Edge Intelligence via Integrated Sensing and Communication.
Proceedings of the IEEE International Conference on Communications, 2022

Joint Trajectory and Beamforming Design for UAV-Enabled Integrated Sensing and Communication.
Proceedings of the IEEE International Conference on Communications, 2022

Learning and Energy Efficient Edge Intelligence: Data Partition and Rate Control.
Proceedings of the IEEE International Conference on Communications, 2022

Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Integrated Sensing and Over-the-Air Computation: Dual-Functional MIMO Beamforming Design.
Proceedings of the 1st International Conference on 6G Networking, 2022

2021
Over-the-Air Computing for Wireless Data Aggregation in Massive IoT.
IEEE Wirel. Commun., 2021

One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis.
IEEE Trans. Wirel. Commun., 2021

Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission.
IEEE Trans. Wirel. Commun., 2021

Cooperative Interference Management for Over-the-Air Computation Networks.
IEEE Trans. Wirel. Commun., 2021

Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning.
IEEE Trans. Cogn. Commun. Netw., 2021

Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Privacy-Preserving Neural Architecture Search Across Federated IoT Devices.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Optimized Power Control for Over-the-Air Federated Edge Learning.
Proceedings of the ICC 2021, 2021

Joint Annotator Clustering and Power Control for Energy-Efficient Wireless Crowd Labelling.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020
Broadband Analog Aggregation for Low-Latency Federated Edge Learning.
IEEE Trans. Wirel. Commun., 2020

Joint Annotator-and-Spectrum Allocation in Wireless Networks for Crowd Labeling.
IEEE Trans. Wirel. Commun., 2020

Optimized Power Control for Over-the-Air Computation in Fading Channels.
IEEE Trans. Wirel. Commun., 2020

Over-the-Air Computing for 6G - Turning Air into a Computer.
CoRR, 2020

Toward an Intelligent Edge: Wireless Communication Meets Machine Learning.
IEEE Commun. Mag., 2020

Exploiting Diversity Via Importance-Aware User Scheduling for Fast Edge Learning.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Spectrum Allocation in Wireless Networks for Crowd Labelling.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks.
IEEE Trans. Wirel. Commun., 2019

Wirelessly Powered Data Aggregation for IoT via Over-the-Air Function Computation: Beamforming and Power Control.
IEEE Trans. Wirel. Commun., 2019

MIMO Over-the-Air Computation for High-Mobility Multimodal Sensing.
IEEE Internet Things J., 2019

Joint Annotator-and-Spectrum Allocation in Wireless Networks for Crowd Labelling.
CoRR, 2019

Optimal Power Control for Over-the-Air Computation in Fading Channels.
CoRR, 2019

Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Reduced-Dimension Design of MIMO AirComp for Data Aggregation in Clustered IoT Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Optimal Power Control for Over-the-Air Computation.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Inference From Randomized Transmissions by Many Backscatter Sensors.
IEEE Trans. Wirel. Commun., 2018

Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold.
IEEE Trans. Signal Process., 2018

Low-Latency Broadband Analog Aggregation for Federated Edge Learning.
CoRR, 2018

Towards an Intelligent Edge: Wireless Communication Meets Machine Learning.
CoRR, 2018

Wirelessly Powered Data Aggregation for IoT via Over-the-Air Functional Computation: Beamforming and Power Control.
CoRR, 2018

Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning.
CoRR, 2018

Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold (Extended Version).
CoRR, 2018

Over-the-Air Computation in MIMO Multi-Access Channels: Beamforming and Channel Feedback.
CoRR, 2018

Communication, Computing, and Learning on the Edge.
Proceedings of the IEEE International Conference on Communication Systems, 2018

Backscatter Sensing by Inference from Randomized Transmissions.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

MIMO Over-the-Air Computation: Beamforming Optimization on the Grassmann Manifold.
Proceedings of the IEEE Global Communications Conference, 2018

Wirelessly Powered Over-the-Air Computation for High-Mobility Sensing.
Proceedings of the IEEE Globecom Workshops, 2018

2017
Hybrid Beamforming via the Kronecker Decomposition for the Millimeter-Wave Massive MIMO Systems.
IEEE J. Sel. Areas Commun., 2017

Inference from Randomized Transmissions by Many Backscatter Sensors.
CoRR, 2017

Beamforming via Kronecker Decomposition for Interference Cancellation in the Analog Domain.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Some new research trends in wirelessly powered communications.
IEEE Wirel. Commun., 2016

Analog Spatial Cancellation for Tackling the Near-Far Problem in Wirelessly Powered Communications.
IEEE J. Sel. Areas Commun., 2016

Hybrid interference cancellation in millimeter-wave MIMO systems.
Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016

Analog spatial decoupling for tackling the near-far problem in wirelessly powered communications.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Wireless Information and Power Transfer in Relay Systems With Multiple Antennas and Interference.
IEEE Trans. Commun., 2015

Analog Spatial Cancellation for Tackling the Near-Far Problem in Wirelessly Powered Communications (Extended Version).
CoRR, 2015

Some New Trends in Wirelessly Powered Communications.
CoRR, 2015

Wireless powered dual-hop multiple antenna relay transmission in the presence of interference.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
Outage Probability of Dual-Hop Multiple Antenna AF Systems with Linear Processing in the Presence of Co-Channel Interference.
IEEE Trans. Wirel. Commun., 2014

Ergodic Capacity Comparison of Different Relay Precoding Schemes in Dual-Hop AF Systems With Co-Channel Interference.
IEEE Trans. Commun., 2014

Linear processing for dual-hop AF relay systems with interference: Outage probability analysis.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Ergodic capacity analysis of dual-hop ZF/MRT relaying systems with co-channel interference.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013


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