Guangxu Zhu

According to our database, Guangxu Zhu authored at least 129 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation.

Shu Liu, Dingzhu Wen, Da Li, Qimei Chen, Guangxu Zhu, Yuanming Shi

IEEE Trans. Mob. Comput., December, 2024

RadioGAT: A Joint Model-Based and Data-Driven Framework for Multi-Band Radiomap Reconstruction via Graph Attention Networks.

Xiaojie Li, Songyang Zhang, Hang Li, Xiaoyang Li, Lexi Xu, Haigao Xu, Hui Mei, Guangxu Zhu, Nan Qi, Ming Xiao

IEEE Trans. Wirel. Commun., November, 2024

Task-Oriented Over-the-Air Computation for Edge-Device Co-Inference With Balanced Classification Accuracy.

Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi

IEEE Trans. Veh. Technol., November, 2024

Collaborative Edge AI Inference Over Cloud-RAN.

Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi

IEEE Trans. Commun., September, 2024

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

Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui

IEEE J. Sel. Areas Commun., September, 2024

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

Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Yi Gong, Qin-Yu Zhang, Kaibin Huang, Khaled B. Letaief

IEEE Commun. Mag., September, 2024

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

Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui

IEEE Trans. Wirel. Commun., August, 2024

Joint Compression and Deadline Optimization for Wireless Federated Learning.

Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong, Tony Q. S. Quek

IEEE Trans. Mob. Comput., July, 2024

An Overview on Over-the-Air Federated Edge Learning.

Xiaowen Cao, Zhonghao Lyu, Guangxu Zhu, Jie Xu, Lexi Xu, Shuguang Cui

IEEE Wirel. Commun., June, 2024

Sum-Rate Maximization for STAR-RIS-Assisted Multi-User Networks With Hardware Impairments.

Xiaomei Luo, Zhuochen Jiang, Fan Xu, Xiaoyang Li, Guangxu Zhu, Kaiming Shen

IEEE Wirel. Commun. Lett., May, 2024

Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference.

Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato

IEEE Trans. Wirel. Commun., April, 2024

Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.

Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui

IEEE Trans. Wirel. Commun., March, 2024

Task-Oriented Over-the-Air Computation for Multi-Device Edge AI.

Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang

IEEE Trans. Wirel. Commun., March, 2024

Federated Learning With Energy Harvesting Devices.

Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi

IEEE Trans. Green Commun. Netw., March, 2024

Multi-Feature Traffic Prediction Based on Signaling Information for Cellular Network.

Jiaxin Liu, Xiongyan Tang, Guangxu Zhu, Xinzhou Cheng, Liqiang Zhao, Hang Li

IEEE Trans. Veh. Technol., 2024

Edge Perception: Intelligent Wireless Sensing at Network Edge.

Yuanhao Cui, Xiaowen Cao, Guangxu Zhu, Jiali Nie, Jie Xu

CoRR, 2024

Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning.

Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guanchu Wang, Dimitrios Pezaros, Guangxu Zhu

CoRR, 2024

Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving.

Wei-Bin Kou, Qingfeng Lin, Ming Tang, Rongguang Ye, Shuai Wang, Guangxu Zhu, Yik-Chung Wu

CoRR, 2024

An Adverse Weather-Immune Scheme with Unfolded Regularization and Foundation Model Knowledge Distillation for Street Scene Understanding.

Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Shuai Wang, Qingfeng Lin, Ming Tang, Yik-Chung Wu

CoRR, 2024

An overview of domain-specific foundation model: key technologies, applications and challenges.

Haolong Chen, Hanzhi Chen, Zijian Zhao, Kaifeng Han, Guangxu Zhu, Yichen Zhao, Ying Du, Wei Xu, Qingjiang Shi

CoRR, 2024

CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network.

Zijian Zhao, Tingwei Chen, Zhijie Cai, Xiaoyang Li, Hang Li, Qimei Chen, Guangxu Zhu

CoRR, 2024

FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding.

Wei-Bin Kou, Qingfeng Lin, Ming Tang, Shuai Wang, Guangxu Zhu, Yik-Chung Wu

CoRR, 2024

Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need.

Tingwei Chen, Yantao Wang, Hanzhi Chen, Zijian Zhao, Xinhao Li, Nicola Piovesan, Guangxu Zhu, Qingjiang Shi

CoRR, 2024

pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving.

Wei-Bin Kou, Qingfeng Lin, Ming Tang, Sheng Xu, Rongguang Ye, Yang Leng, Shuai Wang, Zhenyu Chen, Guangxu Zhu, Yik-Chung Wu

CoRR, 2024

Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm.

Zhonghao Lyu, Yuchen Li, Guangxu Zhu, Jie Xu, H. Vincent Poor, Shuguang Cui

CoRR, 2024

Beamforming Design for Semantic-Bit Coexisting Communication System.

Maojun Zhang, Guangxu Zhu, Richeng Jin, Xiaoming Chen, Qingjiang Shi, Caijun Zhong, Kaibin Huang

CoRR, 2024

Integrated Sensing and Learning for Better Generalized Edge AI.

Zhijie Cai, Xiaowen Cao, Zihan Zhang, Qimei Chen, Hang Li, Xiaoyang Li, Kaifeng Han, Yuanhao Cui, Guangxu Zhu

Proceedings of the 4th IEEE International Symposium on Joint Communications & Sensing, 2024

Finding the Missing Data: A BERT-Inspired Approach Against Package Loss in Wireless Sensing.

Zijian Zhao, Tingwei Chen, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu

Proceedings of the IEEE INFOCOM 2024, 2024

Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN.

Zezhong Zhang, Guangxu Zhu, Junting Chen, Shuguang Cui

Proceedings of the IEEE International Conference on Communications Workshops, 2024

Integrating Sensing, Communication, and Computation in the Sky.

Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Wireless Image Transmission With Semantic and Security Awareness.

Maojun Zhang, Yang Li, Zezhong Zhang, Guangxu Zhu, Caijun Zhong

IEEE Wirel. Commun. Lett., August, 2023

Integrated Sensing, Communication, and Computation Over-the-Air: MIMO Beamforming Design.

Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong

IEEE Trans. Wirel. Commun., August, 2023

Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication.

Zhonghao Lyu, Guangxu Zhu, Jie Xu

IEEE Trans. Wirel. Commun., April, 2023

Energy Efficient Wireless Crowd Labeling: Joint Annotator Clustering and Power Control.

Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Kaifeng Han, Kaibin Huang, Yi Gong

IEEE Trans. Wirel. Commun., March, 2023

ISAC-Accelerated Edge Intelligence: Framework, Optimization, and Analysis.

Tong Zhang, Guoliang Li, Shuai Wang, Guangxu Zhu, Gaojie Chen, Rui Wang

IEEE Trans. Green Commun. Netw., March, 2023

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

Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Yan-Ping Zhang

Sci. China Inf. Sci., March, 2023

Optimized Power Control for Over-the-Air Federated Averaging With Data Privacy Guarantee.

Jiamo Jiang, Kaifeng Han, Ying Du, Guangxu Zhu, Zhiqin Wang, Shuguang Cui

IEEE Trans. Veh. Technol., February, 2023

Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration.

Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H. Vincent Poor, Shuguang Cui

IEEE J. Sel. Top. Signal Process., January, 2023

Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving.

Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang

IEEE Wirel. Commun. Lett., 2023

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

Hong Xing, Guangxu Zhu, Dongzhu Liu, Haifeng Wen, Kaibin Huang, Kaishun Wu

IEEE Netw., 2023

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

Yihang Jiang, Xiaoyang Li, Guangxu Zhu, Hang Li, Jing Deng, Qingjiang Shi

CoRR, 2023

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

Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Qinyu Zhang, Kaibin Huang, Khaled B. Letaief

CoRR, 2023

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

Cen Liu, Guangxu Zhu, Fan Liu, Yuanwei Liu

CoRR, 2023

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

Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui

CoRR, 2023

Joint Compression and Deadline Optimization for Wireless Federated Learning.

Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong

CoRR, 2023

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

Yuding Liu, Dongzhu Liu, Guangxu Zhu, Qingjiang Shi, Caijun Zhong

CoRR, 2023

Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference.

Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

UKFWiTr: A Single-link Indoor Tracking Method Based on WiFi CSI.

Xuemei Wang, Jiachen Wang, Hang Li, Xiaoyang Li, Chao Shen, Guangxu Zhu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Towards Pervasive Sensing: A multimodal approach via CSI and RGB image modalities fusion.

Fujia Zhou, Guangxu Zhu, Xiaoyang Li, Hang Li, Qingjiang Shi

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.

Zhijie Cai, Tingwei Chen, Fujia Zhou, Yuanhao Cui, Hang Li, Xiaoyang Li, Guangxu Zhu, Qingjiang Shi

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.

Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu

IROS, 2023

Federated Edge Learning via Integrated Sensing, Computation, and Communication.

Peixi Liu, Guangxu Zhu, Shuai Wang, Miaowen Wen, Wu Luo, H. Vincent Poor, Shuguang Cui

Proceedings of the IEEE International Conference on Communications, 2023

Theoretical Analysis and Performance Evaluation for Federated Edge Learning with Integrated Sensing, Communication and Computation.

Yipeng Liang, Qimei Chen, Guangxu Zhu, Hao Jiang

Proceedings of the IEEE International Conference on Communications, 2023

Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics.

Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guangxu Zhu

Proceedings of the IEEE Global Communications Conference, 2023

Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning.

Maojun Zhang, Zhijie Cai, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong

Proceedings of the IEEE Globecom Workshops 2023, 2023

Semantic Communications for Joint Image Recovery and Classification.

Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui

Proceedings of the IEEE Globecom Workshops 2023, 2023

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

Cen Liu, Guangxu Zhu, Fan Liu, Yuanwei Liu, Kaibin Huang

Proceedings of the IEEE Globecom Workshops 2023, 2023

TinyFL: A Lightweight Federated Learning Method with Efficient Memory-and-Communication.

Han Cheng, Qimei Chen, Yipeng Liang, Guangxu Zhu

Proceedings of the IEEE Globecom Workshops 2023, 2023

CHA-Sens: An End-to-End Comprehensive Residual Convolution Framework for CSI-based Human Activity Sensing.

Fujia Zhou, Wei Zhang, Guangxu Zhu, Hang Li, Qingjiang Shi

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.

Zezhong Zhang, Guangxu Zhu, Rui Wang, Vincent K. N. Lau, Kaibin Huang

IEEE Trans. Wirel. Commun., 2022

Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling.

Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Qing Liao, Caijun Zhong, Shuguang Cui

IEEE Trans. Wirel. Commun., 2022

Data Partition and Rate Control for Learning and Energy Efficient Edge Intelligence.

Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong

IEEE Trans. Wirel. Commun., 2022

Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation.

Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang

Frontiers Inf. Technol. Electron. Eng., 2022

Optimized Power Control Design for Over-the-Air Federated Edge Learning.

Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui

IEEE J. Sel. Areas Commun., 2022

Transmission Power Control for Over-the-Air Federated Averaging at Network Edge.

Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui

IEEE J. Sel. Areas Commun., 2022

Toward Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search.

Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang

IEEE Internet Things J., 2022

Vertical Federated Edge Learning With Distributed Integrated Sensing and Communication.

Peixi Liu, Guangxu Zhu, Wei Jiang, Wu Luo, Jie Xu, Shuguang Cui

IEEE Commun. Lett., 2022

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

Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Ping Zhang

CoRR, 2022

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

Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang

CoRR, 2022

Training Time Minimization in Quantized Federated Edge Learning under Bandwidth Constraint.

Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Over-the-Air Computation with Imperfect Channel State Information.

Yilong Chen, Guangxu Zhu, Jie Xu

Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Accelerating Edge Intelligence via Integrated Sensing and Communication.

Tong Zhang, Shuai Wang, Guoliang Li, Fan Liu, Guangxu Zhu, Rui Wang

Proceedings of the IEEE International Conference on Communications, 2022

Joint Trajectory and Beamforming Design for UAV-Enabled Integrated Sensing and Communication.

Zhonghao Lyu, Guangxu Zhu, Jie Xu

Proceedings of the IEEE International Conference on Communications, 2022

Learning and Energy Efficient Edge Intelligence: Data Partition and Rate Control.

Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong

Proceedings of the IEEE International Conference on Communications, 2022

Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning.

Zezhong Zhang, Guangxu Zhu, Shuguang Cui

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices.

Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi

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.

Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong

Proceedings of the 1st International Conference on 6G Networking, 2022

2021

Over-the-Air Computing for Wireless Data Aggregation in Massive IoT.

Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui

IEEE Wirel. Commun., 2021

One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis.

Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang

IEEE Trans. Wirel. Commun., 2021

Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission.

Dongzhu Liu, Guangxu Zhu, Qunsong Zeng, Jun Zhang, Kaibin Huang

IEEE Trans. Wirel. Commun., 2021

Cooperative Interference Management for Over-the-Air Computation Networks.

Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang

IEEE Trans. Wirel. Commun., 2021

Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning.

Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang

IEEE Trans. Cogn. Commun. Netw., 2021

Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends.

Zhiqin Wang, Kaifeng Han, Jiamo Jiang, Zhiqing Wei, Guangxu Zhu, Zhiyong Feng, Jianmin Lu, Chunwei Meng

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Privacy-Preserving Neural Architecture Search Across Federated IoT Devices.

Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang

Proceedings of the 20th IEEE International Conference on Trust, 2021

Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling.

Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui

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.

Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui

Proceedings of the ICC 2021, 2021

Joint Annotator Clustering and Power Control for Energy-Efficient Wireless Crowd Labelling.

Xiaoyang Li, Guangxu Zhu, Kaifeng Han, Yi Gong, Kaibin Huang

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020

Broadband Analog Aggregation for Low-Latency Federated Edge Learning.

Guangxu Zhu, Yong Wang, Kaibin Huang

IEEE Trans. Wirel. Commun., 2020

Joint Annotator-and-Spectrum Allocation in Wireless Networks for Crowd Labeling.

Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Wei Yu, Yi Gong, Kaibin Huang

IEEE Trans. Wirel. Commun., 2020

Optimized Power Control for Over-the-Air Computation in Fading Channels.

Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang

IEEE Trans. Wirel. Commun., 2020

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

Guangxu Zhu, Jie Xu, Kaibin Huang

CoRR, 2020

Toward an Intelligent Edge: Wireless Communication Meets Machine Learning.

Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang

IEEE Commun. Mag., 2020

Exploiting Diversity Via Importance-Aware User Scheduling for Fast Edge Learning.

Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Spectrum Allocation in Wireless Networks for Crowd Labelling.

Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Yi Gong, Kaibin Huang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning.

Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang

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.

Dingzhu Wen, Guangxu Zhu, Kaibin Huang

IEEE Trans. Wirel. Commun., 2019

Wirelessly Powered Data Aggregation for IoT via Over-the-Air Function Computation: Beamforming and Power Control.

Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang

IEEE Trans. Wirel. Commun., 2019

MIMO Over-the-Air Computation for High-Mobility Multimodal Sensing.

Guangxu Zhu, Kaibin Huang

IEEE Internet Things J., 2019

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

Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Wei Yu, Yi Gong, Kaibin Huang

CoRR, 2019

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

Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang

CoRR, 2019

Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission.

Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang

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.

Dingzhu Wen, Guangxu Zhu, Kaibin Huang

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Optimal Power Control for Over-the-Air Computation.

Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Inference From Randomized Transmissions by Many Backscatter Sensors.

Guangxu Zhu, Seung-Woo Ko, Kaibin Huang

IEEE Trans. Wirel. Commun., 2018

Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold.

Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang

IEEE Trans. Signal Process., 2018

Low-Latency Broadband Analog Aggregation for Federated Edge Learning.

Guangxu Zhu, Yong Wang, Kaibin Huang

CoRR, 2018

Towards an Intelligent Edge: Wireless Communication Meets Machine Learning.

Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang

CoRR, 2018

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

Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang

CoRR, 2018

Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning.

Jiayao Zhang, Guangxu Zhu, Robert W. Heath Jr., Kaibin Huang

CoRR, 2018

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

Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang

CoRR, 2018

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

Guangxu Zhu, Li Chen, Kaibin Huang

CoRR, 2018

Communication, Computing, and Learning on the Edge.

Kaibin Huang, Guangxu Zhu, Changsheng You, Jun Zhang, Yuqing Du, Dongzhu Liu

Proceedings of the IEEE International Conference on Communication Systems, 2018

Backscatter Sensing by Inference from Randomized Transmissions.

Guangxu Zhu, Seung-Woo Ko, Kaibin Huang

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

MIMO Over-the-Air Computation: Beamforming Optimization on the Grassmann Manifold.

Guangxu Zhu, Li Chen, Kaibin Huang

Proceedings of the IEEE Global Communications Conference, 2018

Wirelessly Powered Over-the-Air Computation for High-Mobility Sensing.

Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang

Proceedings of the IEEE Globecom Workshops, 2018

2017

Hybrid Beamforming via the Kronecker Decomposition for the Millimeter-Wave Massive MIMO Systems.

Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang

IEEE J. Sel. Areas Commun., 2017

Beamforming via Kronecker Decomposition for Interference Cancellation in the Analog Domain.

Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Some new research trends in wirelessly powered communications.

Kaibin Huang, Caijun Zhong, Guangxu Zhu

IEEE Wirel. Commun., 2016

Analog Spatial Cancellation for Tackling the Near-Far Problem in Wirelessly Powered Communications.

Guangxu Zhu, Kaibin Huang

IEEE J. Sel. Areas Commun., 2016

Hybrid interference cancellation in millimeter-wave MIMO systems.

Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang

Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016

Analog spatial decoupling for tackling the near-far problem in wirelessly powered communications.

Guangxu Zhu, Kaibin Huang

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015

Wireless Information and Power Transfer in Relay Systems With Multiple Antennas and Interference.

Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis

IEEE Trans. Commun., 2015

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

Guangxu Zhu, Kaibin Huang

CoRR, 2015

Some New Trends in Wirelessly Powered Communications.

Kaibin Huang, Caijun Zhong, Guangxu Zhu

CoRR, 2015

Wireless powered dual-hop multiple antenna relay transmission in the presence of interference.

Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis

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.

Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen

IEEE Trans. Wirel. Commun., 2014

Ergodic Capacity Comparison of Different Relay Precoding Schemes in Dual-Hop AF Systems With Co-Channel Interference.

Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen, Rui Yin

IEEE Trans. Commun., 2014

Linear processing for dual-hop AF relay systems with interference: Outage probability analysis.

Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen

Proceedings of the IEEE International Conference on Communications, 2014

2013

Ergodic capacity analysis of dual-hop ZF/MRT relaying systems with co-channel interference.

Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013