Guangxu Zhu - RankMe

243 papers A* 2A 6B 13C 1Misc 4Journal 183Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Disentangled Representation Learning Framework for Low-Altitude Network Coverage Prediction. IEEE Trans. Mob. Comput. Xiaojie Li, Zhijie Cai, Nan Qi, Chao Dong, Guangxu Zhu, Haixia Ma, Qihui Wu, Shi Jin
2026	J	`jnl`	A Two-Timescale Resource Allocation Method Based on Deep Reinforcement Learning for 6G Networks. IEEE Trans. Netw. Jiaxin Liu, Fan Xu, Guangxu Zhu, Hang Li, Liqiang Zhao, Xiongyan Tang, Lexi Xu, Guorong Zhou
2026	J	`jnl`	An Energy-Efficient Wireless Communication and Control Co-Design for WNCS. IEEE Trans. Wirel. Commun. Zidong Han, Xiaoyang Li, Guangxu Zhu, Kaibin Huang, Yi Gong, Qinyu Zhang
2026	J	`jnl`	An overview of domain-specific foundation model: key technologies, applications and challenges. Sci. China Inf. Sci. Haolong Chen, Hanzhi Chen, Zijian Zhao, Kaifeng Han, Guangxu Zhu, Yichen Zhao, Ying Du, Wei Xu, Qingjiang Shi
2026	J	`jnl`	CSI-BERT2: A BERT-Inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing. IEEE Trans. Mob. Comput. Zijian Zhao, Fanyi Meng, Zhonghao Lyu, Hang Li, Xiaoyang Li, Guangxu Zhu
2026	J	`jnl`	Communication-and-Computation Efficient Split Federated Learning in Wireless Networks: Gradient Aggregation and Resource Management. IEEE Trans. Wirel. Commun. Yipeng Liang, Qimei Chen, Rongpeng Li, Guangxu Zhu, Muhammad Kaleem Awan, Hao Jiang
2026	A*	`conf`	FedRMamba: Federated Residual Mamba for Multivariate Time-Series Forecasting. WWW Zhiwei Hu, Liang Zhang, Guangxu Zhu
2026	J	`jnl`	FlexSpec: Frozen Drafts Meet Evolving Targets in Edge-Cloud Collaborative LLM Speculative Decoding. CoRR Yuchen Li, Rui Kong, Zhonghao Lyu, Qiyang Li, Xinran Chen, Hengyi Cai, Lingyong Yan, Shuaiqiang Wang, Jiashu Zhao, Guangxu Zhu, Linghe Kong, Guihai Chen, Haoyi Xiong, Dawei Yin
2026	J	`jnl`	Integrated Sensing-Communication-Computation Design for Energy Efficient Data Processing. IEEE Trans. Netw. Sci. Eng. Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Bingpeng Zhou, Hong Xing, Kaibin Huang
2026	J	`jnl`	Joint Antenna Position and Beamforming Optimization for Movable Antenna-Enabled Secure IRS-ISAC Network. IEEE Trans. Netw. Sci. Eng. Xiaowen Cao, Peng Jiang, Guangxu Zhu, Yejun He, Mohsen Guizani
2026	J	`jnl`	Low-complexity hybrid beamforming for multi-cell mmWave massive MIMO: A primitive Kronecker decomposition approach. Signal Process. Teng Sun, Guangxu Zhu, Xiaofan Li, Jiancun Fan, Minghua Xia
2026	J	`jnl`	Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission. IEEE Trans. Wirel. Commun. Maojun Zhang, Haotian Wu, Guangxu Zhu, Richeng Jin, Xiaoming Chen, Deniz Gündüz
2026	J	`jnl`	UAV-Assisted Edge Inference With Integrated Sensing, Communication, and Computation. IEEE Trans. Wirel. Commun. Dingzhu Wen, Shuo Zhang, Guangxu Zhu, Yuan Liu, Yuanming Shi, Honglin Hu
2025	J	`jnl`	A Disentangled Representation Learning Framework for Low-altitude Network Coverage Prediction. CoRR Xiaojie Li, Zhijie Cai, Nan Qi, Chao Dong, Guangxu Zhu, Haixia Ma, Qihui Wu, Shi Jin
2025	J	`jnl`	AI-in-the-Loop Sensing and Communication Joint Design for Edge Intelligence. CoRR Zhijie Cai, Xiaowen Cao, Xu Chen, Yuanhao Cui, Guangxu Zhu, Kaibin Huang, Shuguang Cui
2025	J	`jnl`	Adverse Weather-Independent Framework Towards Autonomous Driving Perception through Temporal Correlation and Unfolded Regularization. CoRR Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Jingreng Lei, Shuai Wang, Qingfeng Lin, Ming Tang, Yik-Chung Wu
2025	J	`jnl`	Beamforming Design for Semantic-Bit Coexisting Communication System. IEEE J. Sel. Areas Commun. Maojun Zhang, Guangxu Zhu, Richeng Jin, Xiaoming Chen, Qingjiang Shi, Caijun Zhong, Kaibin Huang
2025	J	`jnl`	Channel Estimation for STAR-RIS-Assisted Multi-User mmWave Wireless Systems. IEEE Wirel. Commun. Lett. Xiaomei Luo, Yineng Liu, Fan Xu, Xiaoyang Li, Guangxu Zhu, Kaiming Shen
2025	J	`jnl`	Clustered Federated Multi-Task Learning: A Communication-and-Computation Efficient Sparse Sharing Approach. IEEE Trans. Wirel. Commun. Yuhan Ai, Qimei Chen, Guangxu Zhu, Dingzhu Wen, Hao Jiang, Jun Zeng, Ming Li
2025	J	`jnl`	Communication-and-Computation Efficient Split Federated Learning: Gradient Aggregation and Resource Management. CoRR Yipeng Liang, Qimei Chen, Guangxu Zhu, Muhammad Kaleem Awan, Hao Jiang
2025	J	`jnl`	Communication-and-Energy Efficient Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. Yipeng Liang, Qimei Chen, Guangxu Zhu, Hao Jiang, Yonina C. Eldar, Shuguang Cui
2025	J	`jnl`	CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network. IEEE Internet Things J. Zijian Zhao, Tingwei Chen, Zhijie Cai, Xiaoyang Li, Hang Li, Qimei Chen, Guangxu Zhu
2025	J	`jnl`	DK-Root: A Joint Data-and-Knowledge-Driven Framework for Root Cause Analysis of QoE Degradations in Mobile Networks. CoRR Qizhe Li, Haolong Chen, Jiansheng Li, Shuqi Chai, Xuan Li, Yuzhou Hou, Xinhua Shao, Fangfang Li, Kaifeng Han, Guangxu Zhu
2025	J	`jnl`	Edge Perception: Intelligent Wireless Sensing at Network Edge. IEEE Commun. Mag. Yuanhao Cui, Xiaowen Cao, Guangxu Zhu, Jiali Nie, Jie Xu
2025	—	`conf`	Energy Efficient Data Processing: Integrated Sensing-Communication-Computation Design. VTC2025-Spring Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Bingpeng Zhou, Chang Liu, Kaibin Huang
2025	J	`jnl`	Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks. CoRR Jiacheng Yao, Wei Xu, Guangxu Zhu, Kaibin Huang, Shuguang Cui
2025	J	`jnl`	Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks. IEEE J. Sel. Areas Commun. Jiacheng Yao, Wei Xu, Guangxu Zhu, Kaibin Huang, Shuguang Cui
2025	A	`conf`	Enhancing Large Vision Model in Street Scene Semantic Understanding through Leveraging Posterior Optimization Trajectory. IROS Wei-Bin Kou, Qingfeng Lin, Ming Tang, Jingreng Lei, Shuai Wang, Rongguang Ye, Guangxu Zhu, Yik-Chung Wu
2025	J	`jnl`	Enhancing Large Vision Model in Street Scene Semantic Understanding through Leveraging Posterior Optimization Trajectory. CoRR Wei-Bin Kou, Qingfeng Lin, Ming Tang, Shuai Wang, Rongguang Ye, Guangxu Zhu, Yik-Chung Wu
2025	J	`jnl`	Exploiting Beam Split Effect on Wideband Beam Alignment: A Deep Unfolding Based Posterior Matching Approach. IEEE J. Sel. Areas Commun. Qimei Chen, Yang Yang, Xiaoxia Xu, Guangxu Zhu, Jian Zhang, Hao Jiang
2025	J	`jnl`	Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving. IEEE Trans. Intell. Transp. Syst. Wei-Bin Kou, Qingfeng Lin, Ming Tang, Rongguang Ye, Shuai Wang, Guangxu Zhu, Yik-Chung Wu
2025	J	`jnl`	FedDSR: Federated Deep Supervision and Regularization Towards Autonomous Driving. CoRR Wei-Bin Kou, Guangxu Zhu, Bingyang Cheng, Chen Zhang, Yik-Chung Wu, Jianping Wang
2025	A	`conf`	FedEMA: Federated Exponential Moving Averaging with Negative Entropy Regularizer in Autonomous Driving. IROS Wei-Bin Kou, Guangxu Zhu, Bingyang Cheng, Shuai Wang, Ming Tang, Yik-Chung Wu
2025	J	`jnl`	FedEMA: Federated Exponential Moving Averaging with Negative Entropy Regularizer in Autonomous Driving. CoRR Wei-Bin Kou, Guangxu Zhu, Bingyang Cheng, Shuai Wang, Ming Tang, Yik-Chung Wu
2025	J	`jnl`	FeedSign: Robust Full-parameter Federated Fine-tuning of Large Models with Extremely Low Communication Overhead of One Bit. CoRR Zhijie Cai, Haolong Chen, Guangxu Zhu
2025	J	`jnl`	First Token Probability Guided RAG for Telecom Question Answering. CoRR Tingwei Chen, Jiayi Chen, Zijian Zhao, Haolong Chen, Liang Zhang, Guangxu Zhu
2025	J	`jnl`	Integrated Sensing and Communication for Low Altitude Economy: Opportunities and Challenges. IEEE Commun. Mag. Yihang Jiang, Xiaoyang Li, Guangxu Zhu, Hang Li, Jing Deng, Kaifeng Han, Chao Shen, Qingjiang Shi, Rui Zhang
2025	J	`jnl`	Integrated Sensing, Computation, and Communication for UAV-Assisted Federated Edge Learning. IEEE Trans. Wirel. Commun. Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui
2025	J	`jnl`	Joint Sensing, Communication, and Computation for Vertical Federated Edge Learning in Edge Perception Network. CoRR Xiaowen Cao, Dingzhu Wen, Suzhi Bi, Yuanhao Cui, Guangxu Zhu, Han Hu, Yonina C. Eldar
2025	A*	`conf`	Label Anything: An Interpretable, High-Fidelity and Prompt-Free Annotator. ICRA Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Shuai Wang, Ming Tang, Yik-Chung Wu
2025	J	`jnl`	Label Anything: An Interpretable, High-Fidelity and Prompt-Free Annotator. CoRR Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Shuai Wang, Ming Tang, Yik-Chung Wu
2025	J	`jnl`	Low-Complexity Hybrid Beamforming for Multi-Cell mmWave Massive MIMO: A Primitive Kronecker Decomposition Approach. CoRR Teng Sun, Guangxu Zhu, Xiaofan Li, Jiancun Fan, Minghua Xia
2025	J	`jnl`	Multipath Information Fusion-Boosted Vehicle State Detection, Reflector Positioning, and Channel Estimation for 6G ISAC Systems. IEEE Trans. Wirel. Commun. Bingpeng Zhou, Hanglong Chen, Qing Xue, Guangxu Zhu, Yue Xiao, Qingjiang Shi
2025	J	`jnl`	Network-Level Performance Analysis for Air-Ground Integrated Sensing and Communication. IEEE Trans. Wirel. Commun. Yihang Jiang, Xiaoyang Li, Guangxu Zhu, Kaifeng Han, Kaitao Meng, Wu Yang, Chenji Liu, Qingjiang Shi, Rui Zhang
2025	A	`conf`	Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization. IROS Jiayi Chen, Shuai Wang, Guoliang Li, Wei Xu, Guangxu Zhu, Derrick Wing Kwan Ng, Chengzhong Xu
2025	J	`jnl`	Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization. CoRR Jiayi Chen, Shuai Wang, Guoliang Li, Wei Xu, Guangxu Zhu, Derrick Wing Kwan Ng, Chengzhong Xu
2025	J	`jnl`	Over-the-Air Multitask Federated Learning via Cost-Effective Hybrid Beamforming. IEEE Trans. Signal Process. Jiacheng Yao, Wei Xu, Guangxu Zhu, Zhaohui Yang, Kaibin Huang, Dusit Niyato
2025	J	`jnl`	Partitioned Edge Learning Over Fast Fading Channels. IEEE Trans. Veh. Technol. Zhihui Jiang, Dingzhu Wen, Shengli Liu, Guangxu Zhu, Guanding Yu
2025	A	`conf`	Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning. AISTATS Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guanchu Wang, Dimitrios Pezaros, Guangxu Zhu
2025	—	`conf`	Quantized Analog Beamforming Enabled Multi-task Federated Learning Over-the-air. VTC2025-Spring Jiacheng Yao, Wei Xu, Guangxu Zhu, Zhaohui Yang, Kaibin Huang, Dusit Niyato
2025	J	`jnl`	Quantized Analog Beamforming Enabled Multi-task Federated Learning Over-the-air. CoRR Jiacheng Yao, Wei Xu, Guangxu Zhu, Zhaohui Yang, Kaibin Huang, Dusit Niyato
2025	B	`conf`	RadioGAT: A Model-Based Learning Framework for Radio Map Reconstruction via Graph Attention Networks. WCNC Xiaojie Li, Hang Li, Xiaoyang Li, Guangxu Zhu, Nan Qi, Ming Xiao
2025	J	`jnl`	Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising. CoRR Maojun Zhang, Guangxu Zhu, Xiaoming Chen, Kaibin Huang, Zhaoyang Zhang
2025	J	`jnl`	Rethinking Resource Management in Edge Learning: A Joint Pre-Training and Fine-Tuning Design Paradigm. IEEE Trans. Wirel. Commun. Zhonghao Lyu, Yuchen Li, Guangxu Zhu, Jie Xu, H. Vincent Poor, Shuguang Cui
2025	J	`jnl`	STM3: Mixture of Multiscale Mamba for Long-Term Spatio-Temporal Time-Series Prediction. CoRR Haolong Chen, Liang Zhang, Zhengyuan Xin, Guangxu Zhu
2025	J	`jnl`	Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission. CoRR Maojun Zhang, Haotian Wu, Guangxu Zhu, Richeng Jin, Xiaoming Chen, Deniz Gündüz
2025	J	`jnl`	Sensing Performance Analysis in Cooperative Air-Ground ISAC Networks for LAE. CoRR Yihang Jiang, Xiaoyang Li, Guangxu Zhu, Xiaowen Cao, Kaifeng Han, Bingpeng Zhou, Xinyi Wang
2025	J	`jnl`	Sensing-Communication-Computation Integration for Federated Edge Learning With Controllable Model Dropout. IEEE Internet Things J. Xiang Jiao, Guangxu Zhu, Wei Jiang, Li Chen, Wu Luo, Dingzhu Wen
2025	J	`jnl`	Statistic-Augmented, Decoupled MoE Routing and Aggregating in Autonomous Driving. CoRR Wei-Bin Kou, Guangxu Zhu, Jingreng Lei, Chen Zhang, Yik-Chung Wu, Jianping Wang
2025	B	`conf`	Task-Oriented Wireless Communication and Control Co-Design. WCNC Zidong Han, Xiaoyang Li, Guangxu Zhu, Bingpeng Zhou, Kaibin Huang, Yi Gong, Qinyu Zhang
2025	J	`jnl`	TinyFEL: Communication, Computation, and Memory Efficient Tiny Federated Edge Learning via Model Sparse Update. IEEE Internet Things J. Qimei Chen, Han Cheng, Yipeng Liang, Guangxu Zhu, Ming Li, Hao Jiang
2025	J	`jnl`	Trajectory Design for UAV-Based Low-Altitude Wireless Networks in Unknown Environments: A Digital Twin-Assisted TD3 Approach. CoRR Jihao Luo, Zesong Fei, Xinyi Wang, Le Zhao, Yuanhao Cui, Guangxu Zhu, Dusit Niyato
2025	J	`jnl`	iMacSR: Intermediate Multi-Access Supervision and Regularization in Training Autonomous Driving Models. CoRR Wei-Bin Kou, Guangxu Zhu, Yichen Jin, Shuai Wang, Ming Tang, Yik-Chung Wu
2025	J	`jnl`	pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving. IEEE Trans. Intell. Transp. Syst. Wei-Bin Kou, Qingfeng Lin, Ming Tang, Sheng Xu, Rongguang Ye, Yang Leng, Shuai Wang, Guofa Li, Zhenyu Chen, Guangxu Zhu, Yik-Chung Wu
2024	J	`jnl`	An Adverse Weather-Immune Scheme with Unfolded Regularization and Foundation Model Knowledge Distillation for Street Scene Understanding. CoRR Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Shuai Wang, Qingfeng Lin, Ming Tang, Yik-Chung Wu
2024	J	`jnl`	An Overview on Over-the-Air Federated Edge Learning. IEEE Wirel. Commun. Xiaowen Cao, Zhonghao Lyu, Guangxu Zhu, Jie Xu, Lexi Xu, Shuguang Cui
2024	J	`jnl`	An overview of domain-specific foundation model: key technologies, applications and challenges. CoRR Haolong Chen, Hanzhi Chen, Zijian Zhao, Kaifeng Han, Guangxu Zhu, Yichen Zhao, Ying Du, Wei Xu, Qingjiang Shi
2024	J	`jnl`	Beamforming Design for Semantic-Bit Coexisting Communication System. CoRR Maojun Zhang, Guangxu Zhu, Richeng Jin, Xiaoming Chen, Qingjiang Shi, Caijun Zhong, Kaibin Huang
2024	J	`jnl`	Collaborative Edge AI Inference Over Cloud-RAN. IEEE Trans. Commun. Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi
2024	J	`jnl`	Collaborative Edge AI Inference over Cloud-RAN. CoRR Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi
2024	J	`jnl`	CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network. CoRR Zijian Zhao, Tingwei Chen, Zhijie Cai, Xiaoyang Li, Hang Li, Qimei Chen, Guangxu Zhu
2024	J	`jnl`	Edge Perception: Intelligent Wireless Sensing at Network Edge. CoRR Yuanhao Cui, Xiaowen Cao, Guangxu Zhu, Jiali Nie, Jie Xu
2024	J	`jnl`	Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation. IEEE Trans. Mob. Comput. Shu Liu, Dingzhu Wen, Da Li, Qimei Chen, Guangxu Zhu, Yuanming Shi
2024	—	`conf`	Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN. ICC Workshops Zezhong Zhang, Guangxu Zhu, Junting Chen, Shuguang Cui
2024	J	`jnl`	Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN. CoRR Zezhong Zhang, Guangxu Zhu, Junting Chen, Shuguang Cui
2024	J	`jnl`	Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving. CoRR Wei-Bin Kou, Qingfeng Lin, Ming Tang, Rongguang Ye, Shuai Wang, Guangxu Zhu, Yik-Chung Wu
2024	A	`conf`	FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding. IROS Wei-Bin Kou, Qingfeng Lin, Ming Tang, Shuai Wang, Guangxu Zhu, Yik-Chung Wu
2024	J	`jnl`	FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding. CoRR Wei-Bin Kou, Qingfeng Lin, Ming Tang, Shuai Wang, Guangxu Zhu, Yik-Chung Wu
2024	J	`jnl`	Federated Learning With Energy Harvesting Devices. IEEE Trans. Green Commun. Netw. Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi
2024	—	`conf`	Finding the Missing Data: A BERT-Inspired Approach Against Package Loss in Wireless Sensing. INFOCOM (Workshops) Zijian Zhao, Tingwei Chen, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu
2024	J	`jnl`	Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing. CoRR Zijian Zhao, Tingwei Chen, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu
2024	—	`conf`	Integrated Sensing and Learning for Better Generalized Edge AI. JC&S Zhijie Cai, Xiaowen Cao, Zihan Zhang, Qimei Chen, Hang Li, Xiaoyang Li, Kaifeng Han, Yuanhao Cui, Guangxu Zhu
2024	J	`jnl`	Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference. IEEE Trans. Wirel. Commun. Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato
2024	Misc	`conf`	Integrating Sensing, Communication, and Computation in the Sky. ICASSP Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui
2024	J	`jnl`	Integrating Sensing, Communication, and Power Transfer: From Theory to Practice. IEEE Commun. Mag. Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Yi Gong, Qin-Yu Zhang, Kaibin Huang, Khaled B. Letaief
2024	J	`jnl`	Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design. IEEE J. Sel. Areas Commun. Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui
2024	J	`jnl`	Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation. CoRR Ziwei Liu, Liang Zhang, Qian Li, Jianghua Wu, Guangxu Zhu
2024	J	`jnl`	Joint Compression and Deadline Optimization for Wireless Federated Learning. IEEE Trans. Mob. Comput. Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong, Tony Q. S. Quek
2024	J	`jnl`	Joint Device Scheduling and Resource Allocation for ISCC-Based Multiview-Multitask Inference. IEEE Internet Things J. Diao Wang, Dingzhu Wen, Yinghui He, Qimei Chen, Guangxu Zhu, Guanding Yu
2024	J	`jnl`	KNN-MMD: Cross Domain Wi-Fi Sensing Based on Local Distribution Alignment. CoRR Zijian Zhao, Zhijie Cai, Tingwei Chen, Xiaoyang Li, Hang Li, Guangxu Zhu
2024	J	`jnl`	LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking. CoRR Zijian Zhao, Tingwei Chen, Fanyi Meng, Zhijie Cai, Hang Li, Xiaoyang Li, Guangxu Zhu
2024	J	`jnl`	Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing. CoRR Zijian Zhao, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu
2024	J	`jnl`	Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need. CoRR Tingwei Chen, Yantao Wang, Hanzhi Chen, Zijian Zhao, Xinhao Li, Nicola Piovesan, Guangxu Zhu, Qingjiang Shi
2024	J	`jnl`	Multi-Feature Traffic Prediction Based on Signaling Information for Cellular Network. IEEE Trans. Veh. Technol. Jiaxin Liu, Xiongyan Tang, Guangxu Zhu, Xinzhou Cheng, Liqiang Zhao, Hang Li
2024	J	`jnl`	Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning. CoRR Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guanchu Wang, Dimitrios Pezaros, Guangxu Zhu
2024	J	`jnl`	RadioGAT: A Joint Model-Based and Data-Driven Framework for Multi-Band Radiomap Reconstruction via Graph Attention Networks. IEEE Trans. Wirel. Commun. Xiaojie Li, Songyang Zhang, Hang Li, Xiaoyang Li, Lexi Xu, Haigao Xu, Hui Mei, Guangxu Zhu, Nan Qi, Ming Xiao
2024	J	`jnl`	RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks. CoRR Xiaojie Li, Songyang Zhang, Hang Li, Xiaoyang Li, Lexi Xu, Haigao Xu, Hui Mei, Guangxu Zhu, Nan Qi, Ming Xiao
2024	J	`jnl`	Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm. CoRR Zhonghao Lyu, Yuchen Li, Guangxu Zhu, Jie Xu, H. Vincent Poor, Shuguang Cui
2024	J	`jnl`	Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding. IEEE Trans. Wirel. Commun. Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui
2024	—	`conf`	Semantics Guided Diffusion for Deep Joint Source and Channel Coding Design. WCSP Maojun Zhang, Guangxu Zhu, Kaifeng Han, Richeng Jin, Xiaoming Chen
2024	J	`jnl`	Sum-Rate Maximization for STAR-RIS-Assisted Multi-User Networks With Hardware Impairments. IEEE Wirel. Commun. Lett. Xiaomei Luo, Zhuochen Jiang, Fan Xu, Xiaoyang Li, Guangxu Zhu, Kaiming Shen
2024	J	`jnl`	Task-Oriented Over-the-Air Computation for Edge-Device Co-Inference With Balanced Classification Accuracy. IEEE Trans. Veh. Technol. Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi
2024	J	`jnl`	Task-Oriented Over-the-Air Computation for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang
2024	J	`jnl`	Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2024	J	`jnl`	Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy. CoRR Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi
2024	J	`jnl`	pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving. CoRR Wei-Bin Kou, Qingfeng Lin, Ming Tang, Sheng Xu, Rongguang Ye, Yang Leng, Shuai Wang, Zhenyu Chen, Guangxu Zhu, Yik-Chung Wu
2023	J	`jnl`	6G Non-Terrestrial Networks Enabled Low-Altitude Economy: Opportunities and Challenges. CoRR Yihang Jiang, Xiaoyang Li, Guangxu Zhu, Hang Li, Jing Deng, Qingjiang Shi
2023	B	`conf`	Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics. GLOBECOM Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guangxu Zhu
2023	J	`jnl`	Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics. CoRR Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guangxu Zhu
2023	C	`conf`	CHA-Sens: An End-to-End Comprehensive Residual Convolution Framework for CSI-based Human Activity Sensing. CSCWD Fujia Zhou, Wei Zhang, Guangxu Zhu, Hang Li, Qingjiang Shi
2023	A	`conf`	Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving. IROS Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu
2023	J	`jnl`	Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving. CoRR Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu
2023	J	`jnl`	Energy Efficient Wireless Crowd Labeling: Joint Annotator Clustering and Power Control. IEEE Trans. Wirel. Commun. Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Kaifeng Han, Kaibin Huang, Yi Gong
2023	—	`conf`	FallDeWideo: Vision-Aided Wireless Sensing Dataset for Fall Detection with Commodity Wi-Fi Devices. ISACom@MobiCom Zhijie Cai, Tingwei Chen, Fujia Zhou, Yuanhao Cui, Hang Li, Xiaoyang Li, Guangxu Zhu, Qingjiang Shi
2023	—	`conf`	Federated Edge Learning via Integrated Sensing, Computation, and Communication. ICC Peixi Liu, Guangxu Zhu, Shuai Wang, Miaowen Wen, Wu Luo, H. Vincent Poor, Shuguang Cui
2023	J	`jnl`	ISAC-Accelerated Edge Intelligence: Framework, Optimization, and Analysis. IEEE Trans. Green Commun. Netw. Tong Zhang, Guoliang Li, Shuai Wang, Guangxu Zhu, Gaojie Chen, Rui Wang
2023	J	`jnl`	Integrated Sensing, Communication, and Computation Over-the-Air: MIMO Beamforming Design. IEEE Trans. Wirel. Commun. Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong
2023	J	`jnl`	Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning. CoRR Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui
2023	J	`jnl`	Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference. CoRR Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato
2023	J	`jnl`	Integrating Sensing, Communication, and Power Transfer: From Theory to Practice. CoRR Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Qinyu Zhang, Kaibin Huang, Khaled B. Letaief
2023	J	`jnl`	Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design. CoRR Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui
2023	—	`conf`	Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning. GLOBECOM (Workshops) Maojun Zhang, Zhijie Cai, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong
2023	J	`jnl`	Joint Compression and Deadline Optimization for Wireless Federated Learning. CoRR Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong
2023	J	`jnl`	Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication. IEEE Trans. Wirel. Commun. Zhonghao Lyu, Guangxu Zhu, Jie Xu
2023	J	`jnl`	Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. IEEE Wirel. Commun. Lett. Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang
2023	J	`jnl`	Optimized Power Control for Over-the-Air Federated Averaging With Data Privacy Guarantee. IEEE Trans. Veh. Technol. Jiamo Jiang, Kaifeng Han, Ying Du, Guangxu Zhu, Zhiqin Wang, Shuguang Cui
2023	J	`jnl`	Over-the-Air Federated Edge Learning with Error-Feedback One-Bit Quantization and Power Control. CoRR Yuding Liu, Dongzhu Liu, Guangxu Zhu, Qingjiang Shi, Caijun Zhong
2023	J	`jnl`	Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G. Sci. China Inf. Sci. Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Yan-Ping Zhang
2023	J	`jnl`	Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding. CoRR Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui
2023	—	`conf`	Semantic Communications for Joint Image Recovery and Classification. GLOBECOM (Workshops) Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui
2023	—	`conf`	Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems. GLOBECOM (Workshops) Cen Liu, Guangxu Zhu, Fan Liu, Yuanwei Liu, Kaibin Huang
2023	J	`jnl`	Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems. CoRR Cen Liu, Guangxu Zhu, Fan Liu, Yuanwei Liu
2023	J	`jnl`	Task-Oriented Integrated Sensing, Computation and Communication for Wireless Edge AI. CoRR Hong Xing, Guangxu Zhu, Dongzhu Liu, Haifeng Wen, Kaibin Huang, Kaishun Wu
2023	J	`jnl`	Task-Oriented Integrated Sensing, Computation and Communication for Wireless Edge AI. IEEE Netw. Hong Xing, Guangxu Zhu, Dongzhu Liu, Haifeng Wen, Kaibin Huang, Kaishun Wu
2023	B	`conf`	Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference. WCNC Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang
2023	—	`conf`	Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. ICC Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2023	—	`conf`	Theoretical Analysis and Performance Evaluation for Federated Edge Learning with Integrated Sensing, Communication and Computation. ICC Workshops Yipeng Liang, Qimei Chen, Guangxu Zhu, Hao Jiang
2023	—	`conf`	TinyFL: A Lightweight Federated Learning Method with Efficient Memory-and-Communication. GLOBECOM (Workshops) Han Cheng, Qimei Chen, Yipeng Liang, Guangxu Zhu
2023	J	`jnl`	Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration. IEEE J. Sel. Top. Signal Process. Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H. Vincent Poor, Shuguang Cui
2023	—	`conf`	Towards Pervasive Sensing: A multimodal approach via CSI and RGB image modalities fusion. ISACom@MobiCom Fujia Zhou, Guangxu Zhu, Xiaoyang Li, Hang Li, Qingjiang Shi
2023	B	`conf`	UKFWiTr: A Single-link Indoor Tracking Method Based on WiFi CSI. WCNC Xuemei Wang, Jiachen Wang, Hang Li, Xiaoyang Li, Chao Shen, Guangxu Zhu
2023	J	`jnl`	Wireless Image Transmission With Semantic and Security Awareness. IEEE Wirel. Commun. Lett. Maojun Zhang, Yang Li, Zezhong Zhang, Guangxu Zhu, Caijun Zhong
2022	—	`conf`	Accelerating Edge Intelligence via Integrated Sensing and Communication. ICC Tong Zhang, Shuai Wang, Guoliang Li, Fan Liu, Guangxu Zhu, Rui Wang
2022	J	`jnl`	An Overview on Over-the-Air Federated Edge Learning. CoRR Xiaowen Cao, Zhonghao Lyu, Guangxu Zhu, Jie Xu, Lexi Xu, Shuguang Cui
2022	J	`jnl`	Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling. IEEE Trans. Wirel. Commun. Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Qing Liao, Caijun Zhong, Shuguang Cui
2022	J	`jnl`	Data Partition and Rate Control for Learning and Energy Efficient Edge Intelligence. IEEE Trans. Wirel. Commun. Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong
2022	—	`conf`	Integrated Sensing and Over-the-Air Computation: Dual-Functional MIMO Beamforming Design. 6GNet Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong
2022	J	`jnl`	Integrated Sensing and Over-the-Air Computation: Dual-Functional MIMO Beamforming Design. CoRR Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong
2022	—	`conf`	Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices. IEEECONF Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi
2022	—	`conf`	Joint Trajectory and Beamforming Design for UAV-Enabled Integrated Sensing and Communication. ICC Zhonghao Lyu, Guangxu Zhu, Jie Xu
2022	J	`jnl`	Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. CoRR Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang
2022	—	`conf`	Learning and Energy Efficient Edge Intelligence: Data Partition and Rate Control. ICC Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong
2022	—	`conf`	Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. GLOBECOM (Workshops) Zezhong Zhang, Guangxu Zhu, Shuguang Cui
2022	J	`jnl`	Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. CoRR Zezhong Zhang, Guangxu Zhu, Shuguang Cui
2022	J	`jnl`	Optimized Power Control Design for Over-the-Air Federated Edge Learning. IEEE J. Sel. Areas Commun. Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui
2022	—	`conf`	Over-the-Air Computation with Imperfect Channel State Information. SPAWC Yilong Chen, Guangxu Zhu, Jie Xu
2022	J	`jnl`	Over-the-Air Computation with Imperfect Channel State Information. CoRR Yilong Chen, Guangxu Zhu, Jie Xu
2022	J	`jnl`	Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G. CoRR Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Ping Zhang
2022	J	`jnl`	Task-Oriented Over-the-Air Computation for Multi-Device Edge AI. CoRR Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang
2022	J	`jnl`	Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. CoRR Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2022	J	`jnl`	Toward Ambient Intelligence: Federated Edge Learning with Task-Oriented Sensing, Computation, and Communication Integration. CoRR Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H. Vincent Poor, Shuguang Cui
2022	J	`jnl`	Toward Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search. IEEE Internet Things J. Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang
2022	J	`jnl`	Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search. CoRR Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang
2022	B	`conf`	Training Time Minimization in Quantized Federated Edge Learning under Bandwidth Constraint. WCNC Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang
2022	J	`jnl`	Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation. Frontiers Inf. Technol. Electron. Eng. Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang
2022	J	`jnl`	Transmission Power Control for Over-the-Air Federated Averaging at Network Edge. IEEE J. Sel. Areas Commun. Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui
2022	J	`jnl`	Turning Channel Noise Into an Accelerator for Over-the-Air Principal Component Analysis. IEEE Trans. Wirel. Commun. Zezhong Zhang, Guangxu Zhu, Rui Wang, Vincent K. N. Lau, Kaibin Huang
2022	J	`jnl`	Vertical Federated Edge Learning With Distributed Integrated Sensing and Communication. IEEE Commun. Lett. Peixi Liu, Guangxu Zhu, Wei Jiang, Wu Luo, Jie Xu, Shuguang Cui
2022	J	`jnl`	Vertical Federated Edge Learning with Distributed Integrated Sensing and Communication. CoRR Peixi Liu, Guangxu Zhu, Wei Jiang, Wu Luo, Jie Xu, Shuguang Cui
2022	J	`jnl`	Wireless Image Transmission with Semantic and Security Awareness. CoRR Maojun Zhang, Yang Li, Zezhong Zhang, Guangxu Zhu, Caijun Zhong
2021	J	`jnl`	Accelerating Edge Intelligence via Integrated Sensing and Communication. CoRR Tong Zhang, Shuai Wang, Guoliang Li, Fan Liu, Guangxu Zhu, Rui Wang
2021	—	`conf`	Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling. SPAWC Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui
2021	J	`jnl`	Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling. CoRR Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui
2021	J	`jnl`	Cooperative Interference Management for Over-the-Air Computation Networks. IEEE Trans. Wirel. Commun. Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang
2021	J	`jnl`	Data Partition and Rate Control for Learning and Energy Efficient Edge Intelligence. CoRR Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong
2021	J	`jnl`	Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning. IEEE Trans. Cogn. Commun. Netw. Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang
2021	—	`conf`	Joint Annotator Clustering and Power Control for Energy-Efficient Wireless Crowd Labelling. GLOBECOM (Workshops) Xiaoyang Li, Guangxu Zhu, Kaifeng Han, Yi Gong, Kaibin Huang
2021	J	`jnl`	Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication. CoRR Zhonghao Lyu, Guangxu Zhu, Jie Xu
2021	J	`jnl`	One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis. IEEE Trans. Wirel. Commun. Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang
2021	J	`jnl`	Optimized Power Control Design for Over-the-Air Federated Edge Learning. CoRR Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui
2021	—	`conf`	Optimized Power Control for Over-the-Air Federated Edge Learning. ICC Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui
2021	J	`jnl`	Over-the-Air Computing for Wireless Data Aggregation in Massive IoT. IEEE Wirel. Commun. Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui
2021	B	`conf`	Privacy-Preserving Neural Architecture Search Across Federated IoT Devices. TrustCom Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang
2021	—	`conf`	Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends. VTC Fall Zhiqin Wang, Kaifeng Han, Jiamo Jiang, Zhiqing Wei, Guangxu Zhu, Zhiyong Feng, Jianmin Lu, Chunwei Meng
2021	J	`jnl`	Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends. CoRR Zhiqin Wang, Kaifeng Han, Jiamo Jiang, Zhiqing Wei, Guangxu Zhu, Zhiyong Feng, Jianmin Lu, Chunwei Meng
2021	J	`jnl`	Training Time Minimization for Federated Edge Learning with Optimized Gradient Quantization and Bandwidth Allocation. CoRR Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang
2021	J	`jnl`	Transmission Power Control for Over-the-Air Federated Averaging at Network Edge. CoRR Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui
2021	J	`jnl`	Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis. CoRR Zezhong Zhang, Guangxu Zhu, Rui Wang, Vincent K. N. Lau, Kaibin Huang
2021	J	`jnl`	Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission. IEEE Trans. Wirel. Commun. Dongzhu Liu, Guangxu Zhu, Qunsong Zeng, Jun Zhang, Kaibin Huang
2020	J	`jnl`	Broadband Analog Aggregation for Low-Latency Federated Edge Learning. IEEE Trans. Wirel. Commun. Guangxu Zhu, Yong Wang, Kaibin Huang
2020	J	`jnl`	Cooperative Interference Management for Over-the-Air Computation Networks. CoRR Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang
2020	—	`conf`	Exploiting Diversity Via Importance-Aware User Scheduling for Fast Edge Learning. ICC Workshops Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang
2020	J	`jnl`	Joint Annotator-and-Spectrum Allocation in Wireless Networks for Crowd Labeling. IEEE Trans. Wirel. Commun. Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Wei Yu, Yi Gong, Kaibin Huang
2020	B	`conf`	One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning. GLOBECOM Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang
2020	J	`jnl`	One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis. CoRR Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang
2020	J	`jnl`	Optimized Power Control for Over-the-Air Computation in Fading Channels. IEEE Trans. Wirel. Commun. Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang
2020	J	`jnl`	Optimized Power Control for Over-the-Air Federated Edge Learning. CoRR Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui
2020	J	`jnl`	Over-the-Air Computing for 6G - Turning Air into a Computer. CoRR Guangxu Zhu, Jie Xu, Kaibin Huang
2020	Misc	`conf`	Spectrum Allocation in Wireless Networks for Crowd Labelling. ICASSP Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Yi Gong, Kaibin Huang
2020	J	`jnl`	Toward an Intelligent Edge: Wireless Communication Meets Machine Learning. IEEE Commun. Mag. Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang
2019	J	`jnl`	Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning. CoRR Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang
2019	J	`jnl`	Joint Annotator-and-Spectrum Allocation in Wireless Networks for Crowd Labelling. CoRR Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Wei Yu, Yi Gong, Kaibin Huang
2019	J	`jnl`	MIMO Over-the-Air Computation for High-Mobility Multimodal Sensing. IEEE Internet Things J. Guangxu Zhu, Kaibin Huang
2019	J	`jnl`	Optimal Power Control for Over-the-Air Computation in Fading Channels. CoRR Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang
2019	B	`conf`	Optimal Power Control for Over-the-Air Computation. GLOBECOM Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang
2019	B	`conf`	Reduced-Dimension Design of MIMO AirComp for Data Aggregation in Clustered IoT Networks. GLOBECOM Dingzhu Wen, Guangxu Zhu, Kaibin Huang
2019	J	`jnl`	Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks. IEEE Trans. Wirel. Commun. Dingzhu Wen, Guangxu Zhu, Kaibin Huang
2019	—	`conf`	Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission. SPAWC Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang
2019	J	`jnl`	Wirelessly Powered Data Aggregation for IoT via Over-the-Air Function Computation: Beamforming and Power Control. IEEE Trans. Wirel. Commun. Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang
2018	J	`jnl`	Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold (Extended Version). CoRR Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang
2018	B	`conf`	Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold. GLOBECOM Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang
2018	J	`jnl`	Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold. IEEE Trans. Signal Process. Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang
2018	—	`conf`	Backscatter Sensing by Inference from Randomized Transmissions. ICC Workshops Guangxu Zhu, Seung-Woo Ko, Kaibin Huang
2018	Misc	`conf`	Communication, Computing, and Learning on the Edge. ICCS Kaibin Huang, Guangxu Zhu, Changsheng You, Jun Zhang, Yuqing Du, Dongzhu Liu
2018	J	`jnl`	Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning. CoRR Jiayao Zhang, Guangxu Zhu, Robert W. Heath Jr., Kaibin Huang
2018	J	`jnl`	Inference From Randomized Transmissions by Many Backscatter Sensors. IEEE Trans. Wirel. Commun. Guangxu Zhu, Seung-Woo Ko, Kaibin Huang
2018	J	`jnl`	Low-Latency Broadband Analog Aggregation for Federated Edge Learning. CoRR Guangxu Zhu, Yong Wang, Kaibin Huang
2018	B	`conf`	MIMO Over-the-Air Computation: Beamforming Optimization on the Grassmann Manifold. GLOBECOM Guangxu Zhu, Li Chen, Kaibin Huang
2018	J	`jnl`	Over-the-Air Computation in MIMO Multi-Access Channels: Beamforming and Channel Feedback. CoRR Guangxu Zhu, Li Chen, Kaibin Huang
2018	J	`jnl`	Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks. CoRR Dingzhu Wen, Guangxu Zhu, Kaibin Huang
2018	J	`jnl`	Towards an Intelligent Edge: Wireless Communication Meets Machine Learning. CoRR Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang
2018	J	`jnl`	Wireless Data Acquisition for Edge Learning: Importance Aware Retransmission. CoRR Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang
2018	J	`jnl`	Wirelessly Powered Data Aggregation for IoT via Over-the-Air Functional Computation: Beamforming and Power Control. CoRR Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang
2018	—	`conf`	Wirelessly Powered Over-the-Air Computation for High-Mobility Sensing. GLOBECOM Workshops Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang
2017	B	`conf`	Beamforming via Kronecker Decomposition for Interference Cancellation in the Analog Domain. GLOBECOM Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang
2017	J	`jnl`	Hybrid Beamforming via the Kronecker Decomposition for the Millimeter-Wave Massive MIMO Systems. CoRR Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang
2017	J	`jnl`	Hybrid Beamforming via the Kronecker Decomposition for the Millimeter-Wave Massive MIMO Systems. IEEE J. Sel. Areas Commun. Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang
2017	J	`jnl`	Inference from Randomized Transmissions by Many Backscatter Sensors. CoRR Guangxu Zhu, Seung-Woo Ko, Kaibin Huang
2016	J	`jnl`	Analog Spatial Cancellation for Tackling the Near-Far Problem in Wirelessly Powered Communications. IEEE J. Sel. Areas Commun. Guangxu Zhu, Kaibin Huang
2016	—	`conf`	Analog spatial decoupling for tackling the near-far problem in wirelessly powered communications. ICC Guangxu Zhu, Kaibin Huang
2016	Misc	`conf`	Hybrid interference cancellation in millimeter-wave MIMO systems. ICCS Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang
2016	J	`jnl`	Some new research trends in wirelessly powered communications. IEEE Wirel. Commun. Kaibin Huang, Caijun Zhong, Guangxu Zhu
2015	J	`jnl`	Analog Spatial Cancellation for Tackling the Near-Far Problem in Wirelessly Powered Communications (Extended Version). CoRR Guangxu Zhu, Kaibin Huang
2015	J	`jnl`	Some New Trends in Wirelessly Powered Communications. CoRR Kaibin Huang, Caijun Zhong, Guangxu Zhu
2015	J	`jnl`	Wireless Information and Power Transfer in Relay Systems With Multiple Antennas and Interference. IEEE Trans. Commun. Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis
2015	J	`jnl`	Wireless Information and Power Transfer in Relay Systems with Multiple Antennas and Interference. CoRR Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis
2015	—	`conf`	Wireless powered dual-hop multiple antenna relay transmission in the presence of interference. ICC Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis
2014	J	`jnl`	Ergodic Capacity Comparison of Different Relay Precoding Schemes in Dual-Hop AF Systems With Co-Channel Interference. IEEE Trans. Commun. Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen, Rui Yin
2014	J	`jnl`	Ergodic Capacity Comparison of Different Relay Precoding Schemes in Dual-Hop AF Systems with Co-Channel Interference. CoRR Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen, Rui Yin
2014	—	`conf`	Linear processing for dual-hop AF relay systems with interference: Outage probability analysis. ICC Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen
2014	J	`jnl`	Outage Probability of Dual-Hop Multiple Antenna AF Systems with Linear Processing in the Presence of Co-Channel Interference. CoRR Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen
2014	J	`jnl`	Outage Probability of Dual-Hop Multiple Antenna AF Systems with Linear Processing in the Presence of Co-Channel Interference. IEEE Trans. Wirel. Commun. Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen
2013	—	`conf`	Ergodic capacity analysis of dual-hop ZF/MRT relaying systems with co-channel interference. WCSP Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen