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Guangxu Zhu
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2020 – today
- 2024
- [j53]Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Yi Gong, Qin-Yu Zhang, Kaibin Huang, Khaled B. Letaief:
Integrating Sensing, Communication, and Power Transfer: From Theory to Practice. IEEE Commun. Mag. 62(9): 122-127 (2024) - [j52]Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui:
Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design. IEEE J. Sel. Areas Commun. 42(9): 2228-2242 (2024) - [j51]Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi:
Collaborative Edge AI Inference Over Cloud-RAN. IEEE Trans. Commun. 72(9): 5641-5656 (2024) - [j50]Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi:
Federated Learning With Energy Harvesting Devices. IEEE Trans. Green Commun. Netw. 8(1): 190-204 (2024) - [j49]Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong, Tony Q. S. Quek:
Joint Compression and Deadline Optimization for Wireless Federated Learning. IEEE Trans. Mob. Comput. 23(7): 7939-7951 (2024) - [j48]Shu Liu, Dingzhu Wen, Da Li, Qimei Chen, Guangxu Zhu, Yuanming Shi:
Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation. IEEE Trans. Mob. Comput. 23(12): 14248-14262 (2024) - [j47]Jiaxin Liu, Xiongyan Tang, Guangxu Zhu, Xinzhou Cheng, Liqiang Zhao, Hang Li:
Multi-Feature Traffic Prediction Based on Signaling Information for Cellular Network. IEEE Trans. Veh. Technol. 73(2): 2280-2291 (2024) - [j46]Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi:
Task-Oriented Over-the-Air Computation for Edge-Device Co-Inference With Balanced Classification Accuracy. IEEE Trans. Veh. Technol. 73(11): 17818-17823 (2024) - [j45]Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang:
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. 23(3): 2039-2053 (2024) - [j44]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. 23(3): 2486-2502 (2024) - [j43]Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato:
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference. IEEE Trans. Wirel. Commun. 23(4): 3205-3220 (2024) - [j42]Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui:
Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding. IEEE Trans. Wirel. Commun. 23(8): 8388-8404 (2024) - [j41]Xiaojie Li, Songyang Zhang, Hang Li, Xiaoyang Li, Lexi Xu, Haigao Xu, Hui Mei, Guangxu Zhu, Nan Qi, Ming Xiao:
RadioGAT: A Joint Model-Based and Data-Driven Framework for Multi-Band Radiomap Reconstruction via Graph Attention Networks. IEEE Trans. Wirel. Commun. 23(11): 17777-17792 (2024) - [j40]Xiaowen Cao, Zhonghao Lyu, Guangxu Zhu, Jie Xu, Lexi Xu, Shuguang Cui:
An Overview on Over-the-Air Federated Edge Learning. IEEE Wirel. Commun. 31(3): 202-210 (2024) - [j39]Xiaomei Luo, Zhuochen Jiang, Fan Xu, Xiaoyang Li, Guangxu Zhu, Kaiming Shen:
Sum-Rate Maximization for STAR-RIS-Assisted Multi-User Networks With Hardware Impairments. IEEE Wirel. Commun. Lett. 13(5): 1503-1507 (2024) - [c48]Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui:
Integrating Sensing, Communication, and Computation in the Sky. ICASSP 2024: 12886-12890 - [c47]Zezhong Zhang, Guangxu Zhu, Junting Chen, Shuguang Cui:
Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN. ICC Workshops 2024: 1641-1646 - [c46]Zijian Zhao, Tingwei Chen, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu:
Finding the Missing Data: A BERT-Inspired Approach Against Package Loss in Wireless Sensing. INFOCOM (Workshops) 2024: 1-6 - [c45]Zhijie Cai, Xiaowen Cao, Zihan Zhang, Qimei Chen, Hang Li, Xiaoyang Li, Kaifeng Han, Yuanhao Cui, Guangxu Zhu:
Integrated Sensing and Learning for Better Generalized Edge AI. JC&S 2024: 1-6 - [i71]Zezhong Zhang, Guangxu Zhu, Junting Chen, Shuguang Cui:
Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN. CoRR abs/2402.02729 (2024) - [i70]Maojun Zhang, Guangxu Zhu, Richeng Jin, Xiaoming Chen, Qingjiang Shi, Caijun Zhong, Kaibin Huang:
Beamforming Design for Semantic-Bit Coexisting Communication System. CoRR abs/2403.11693 (2024) - [i69]Zijian Zhao, Tingwei Chen, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu:
Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing. CoRR abs/2403.12400 (2024) - [i68]Xiaojie Li, Songyang Zhang, Hang Li, Xiaoyang Li, Lexi Xu, Haigao Xu, Hui Mei, Guangxu Zhu, Nan Qi, Ming Xiao:
RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks. CoRR abs/2403.16397 (2024) - [i67]Zhonghao Lyu, Yuchen Li, Guangxu Zhu, Jie Xu, H. Vincent Poor, Shuguang Cui:
Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm. CoRR abs/2404.00836 (2024) - [i66]Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi:
Collaborative Edge AI Inference over Cloud-RAN. CoRR abs/2404.06007 (2024) - [i65]Wei-Bin Kou, Qingfeng Lin, Ming Tang, Sheng Xu, Rongguang Ye, Yang Leng, Shuai Wang, Zhenyu Chen, Guangxu Zhu, Yik-Chung Wu:
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving. CoRR abs/2405.04146 (2024) - [i64]Tingwei Chen, Yantao Wang, Hanzhi Chen, Zijian Zhao, Xinhao Li, Nicola Piovesan, Guangxu Zhu, Qingjiang Shi:
Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need. CoRR abs/2406.16929 (2024) - [i63]Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi:
Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy. CoRR abs/2407.00955 (2024) - [i62]Wei-Bin Kou, Qingfeng Lin, Ming Tang, Shuai Wang, Guangxu Zhu, Yik-Chung Wu:
FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding. CoRR abs/2407.01103 (2024) - [i61]Zijian Zhao, Tingwei Chen, Zhijie Cai, Xiaoyang Li, Hang Li, Qimei Chen, Guangxu Zhu:
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network. CoRR abs/2408.10919 (2024) - [i60]Haolong Chen, Hanzhi Chen, Zijian Zhao, Kaifeng Han, Guangxu Zhu, Yichen Zhao, Ying Du, Wei Xu, Qingjiang Shi:
An overview of domain-specific foundation model: key technologies, applications and challenges. CoRR abs/2409.04267 (2024) - [i59]Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Shuai Wang, Qingfeng Lin, Ming Tang, Yik-Chung Wu:
An Adverse Weather-Immune Scheme with Unfolded Regularization and Foundation Model Knowledge Distillation for Street Scene Understanding. CoRR abs/2409.14737 (2024) - [i58]Wei-Bin Kou, Qingfeng Lin, Ming Tang, Rongguang Ye, Shuai Wang, Guangxu Zhu, Yik-Chung Wu:
Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving. CoRR abs/2409.19560 (2024) - [i57]Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guanchu Wang, Dimitrios Pezaros, Guangxu Zhu:
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning. CoRR abs/2410.14390 (2024) - [i56]Yuanhao Cui, Xiaowen Cao, Guangxu Zhu, Jiali Nie, Jie Xu:
Edge Perception: Intelligent Wireless Sensing at Network Edge. CoRR abs/2410.21017 (2024) - 2023
- [j38]Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Yan-Ping Zhang:
Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G. Sci. China Inf. Sci. 66(3) (2023) - [j37]Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H. Vincent Poor, Shuguang Cui:
Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration. IEEE J. Sel. Top. Signal Process. 17(1): 158-172 (2023) - [j36]Hong Xing, Guangxu Zhu, Dongzhu Liu, Haifeng Wen, Kaibin Huang, Kaishun Wu:
Task-Oriented Integrated Sensing, Computation and Communication for Wireless Edge AI. IEEE Netw. 37(4): 135-144 (2023) - [j35]Tong Zhang, Guoliang Li, Shuai Wang, Guangxu Zhu, Gaojie Chen, Rui Wang:
ISAC-Accelerated Edge Intelligence: Framework, Optimization, and Analysis. IEEE Trans. Green Commun. Netw. 7(1): 455-468 (2023) - [j34]Jiamo Jiang, Kaifeng Han, Ying Du, Guangxu Zhu, Zhiqin Wang, Shuguang Cui:
Optimized Power Control for Over-the-Air Federated Averaging With Data Privacy Guarantee. IEEE Trans. Veh. Technol. 72(2): 2728-2733 (2023) - [j33]Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Kaifeng Han, Kaibin Huang, Yi Gong:
Energy Efficient Wireless Crowd Labeling: Joint Annotator Clustering and Power Control. IEEE Trans. Wirel. Commun. 22(3): 2022-2035 (2023) - [j32]Zhonghao Lyu, Guangxu Zhu, Jie Xu:
Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication. IEEE Trans. Wirel. Commun. 22(4): 2424-2440 (2023) - [j31]Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong:
Integrated Sensing, Communication, and Computation Over-the-Air: MIMO Beamforming Design. IEEE Trans. Wirel. Commun. 22(8): 5383-5398 (2023) - [j30]Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang:
Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. IEEE Wirel. Commun. Lett. 12(6): 1096-1100 (2023) - [j29]Maojun Zhang, Yang Li, Zezhong Zhang, Guangxu Zhu, Caijun Zhong:
Wireless Image Transmission With Semantic and Security Awareness. IEEE Wirel. Commun. Lett. 12(8): 1389-1393 (2023) - [c44]Fujia Zhou, Wei Zhang, Guangxu Zhu, Hang Li, Qingjiang Shi:
CHA-Sens: An End-to-End Comprehensive Residual Convolution Framework for CSI-based Human Activity Sensing. CSCWD 2023: 113-118 - [c43]Cen Liu, Guangxu Zhu, Fan Liu, Yuanwei Liu, Kaibin Huang:
Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems. GLOBECOM (Workshops) 2023: 13-19 - [c42]Maojun Zhang, Zhijie Cai, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong:
Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning. GLOBECOM (Workshops) 2023: 521-526 - [c41]Han Cheng, Qimei Chen, Yipeng Liang, Guangxu Zhu:
TinyFL: A Lightweight Federated Learning Method with Efficient Memory-and-Communication. GLOBECOM (Workshops) 2023: 608-613 - [c40]Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui:
Semantic Communications for Joint Image Recovery and Classification. GLOBECOM (Workshops) 2023: 1579-1584 - [c39]Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guangxu Zhu:
Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics. GLOBECOM 2023: 5286-5291 - [c38]Yipeng Liang, Qimei Chen, Guangxu Zhu, Hao Jiang:
Theoretical Analysis and Performance Evaluation for Federated Edge Learning with Integrated Sensing, Communication and Computation. ICC Workshops 2023: 592-598 - [c37]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. ICC 2023: 3608-3613 - [c36]Peixi Liu, Guangxu Zhu, Shuai Wang, Miaowen Wen, Wu Luo, H. Vincent Poor, Shuguang Cui:
Federated Edge Learning via Integrated Sensing, Computation, and Communication. ICC 2023: 5749-5754 - [c35]Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu:
Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving. IROS 2023: 9383-9390 - [c34]Zhijie Cai, Tingwei Chen, Fujia Zhou, Yuanhao Cui, Hang Li, Xiaoyang Li, Guangxu Zhu, Qingjiang Shi:
FallDeWideo: Vision-Aided Wireless Sensing Dataset for Fall Detection with Commodity Wi-Fi Devices. ISACom@MobiCom 2023: 7-12 - [c33]Fujia Zhou, Guangxu Zhu, Xiaoyang Li, Hang Li, Qingjiang Shi:
Towards Pervasive Sensing: A multimodal approach via CSI and RGB image modalities fusion. ISACom@MobiCom 2023: 25-30 - [c32]Xuemei Wang, Jiachen Wang, Hang Li, Xiaoyang Li, Chao Shen, Guangxu Zhu:
UKFWiTr: A Single-link Indoor Tracking Method Based on WiFi CSI. WCNC 2023: 1-6 - [c31]Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang:
Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference. WCNC 2023: 1-6 - [i55]Yuding Liu, Dongzhu Liu, Guangxu Zhu, Qingjiang Shi, Caijun Zhong:
Over-the-Air Federated Edge Learning with Error-Feedback One-Bit Quantization and Power Control. CoRR abs/2303.11319 (2023) - [i54]Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui:
Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding. CoRR abs/2304.02317 (2023) - [i53]Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong:
Joint Compression and Deadline Optimization for Wireless Federated Learning. CoRR abs/2305.03969 (2023) - [i52]Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guangxu Zhu:
Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics. CoRR abs/2305.04152 (2023) - [i51]Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui:
Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning. CoRR abs/2306.02990 (2023) - [i50]Hong Xing, Guangxu Zhu, Dongzhu Liu, Haifeng Wen, Kaibin Huang, Kaishun Wu:
Task-Oriented Integrated Sensing, Computation and Communication for Wireless Edge AI. CoRR abs/2306.06603 (2023) - [i49]Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu:
Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving. CoRR abs/2306.16169 (2023) - [i48]Cen Liu, Guangxu Zhu, Fan Liu, Yuanwei Liu:
Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems. CoRR abs/2307.16117 (2023) - [i47]Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato:
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference. CoRR abs/2308.06503 (2023) - [i46]Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui:
Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design. CoRR abs/2311.09028 (2023) - [i45]Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Qinyu Zhang, Kaibin Huang, Khaled B. Letaief:
Integrating Sensing, Communication, and Power Transfer: From Theory to Practice. CoRR abs/2311.09031 (2023) - [i44]Yihang Jiang, Xiaoyang Li, Guangxu Zhu, Hang Li, Jing Deng, Qingjiang Shi:
6G Non-Terrestrial Networks Enabled Low-Altitude Economy: Opportunities and Challenges. CoRR abs/2311.09047 (2023) - 2022
- [j28]Peixi Liu, Guangxu Zhu, Wei Jiang, Wu Luo, Jie Xu, Shuguang Cui:
Vertical Federated Edge Learning With Distributed Integrated Sensing and Communication. IEEE Commun. Lett. 26(9): 2091-2095 (2022) - [j27]Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang:
Toward Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search. IEEE Internet Things J. 9(18): 17309-17322 (2022) - [j26]Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui:
Optimized Power Control Design for Over-the-Air Federated Edge Learning. IEEE J. Sel. Areas Commun. 40(1): 342-358 (2022) - [j25]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge. IEEE J. Sel. Areas Commun. 40(5): 1571-1586 (2022) - [j24]Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang:
Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation. Frontiers Inf. Technol. Electron. Eng. 23(8): 1247-1263 (2022) - [j23]Zezhong Zhang, Guangxu Zhu, Rui Wang, Vincent K. N. Lau, Kaibin Huang:
Turning Channel Noise Into an Accelerator for Over-the-Air Principal Component Analysis. IEEE Trans. Wirel. Commun. 21(10): 7926-7941 (2022) - [j22]Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Qing Liao, Caijun Zhong, Shuguang Cui:
Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling. IEEE Trans. Wirel. Commun. 21(10): 8536-8551 (2022) - [j21]Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong:
Data Partition and Rate Control for Learning and Energy Efficient Edge Intelligence. IEEE Trans. Wirel. Commun. 21(11): 9127-9142 (2022) - [c30]Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong:
Integrated Sensing and Over-the-Air Computation: Dual-Functional MIMO Beamforming Design. 6GNet 2022: 1-8 - [c29]Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi:
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices. IEEECONF 2022: 1164-1168 - [c28]Zezhong Zhang, Guangxu Zhu, Shuguang Cui:
Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. GLOBECOM (Workshops) 2022: 1858-1863 - [c27]Tong Zhang, Shuai Wang, Guoliang Li, Fan Liu, Guangxu Zhu, Rui Wang:
Accelerating Edge Intelligence via Integrated Sensing and Communication. ICC 2022: 1586-1592 - [c26]Zhonghao Lyu, Guangxu Zhu, Jie Xu:
Joint Trajectory and Beamforming Design for UAV-Enabled Integrated Sensing and Communication. ICC 2022: 1593-1598 - [c25]Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong:
Learning and Energy Efficient Edge Intelligence: Data Partition and Rate Control. ICC 2022: 5353-5358 - [c24]Yilong Chen, Guangxu Zhu, Jie Xu:
Over-the-Air Computation with Imperfect Channel State Information. SPAWC 2022: 1-5 - [c23]Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang:
Training Time Minimization in Quantized Federated Edge Learning under Bandwidth Constraint. WCNC 2022: 530-535 - [i43]Peixi Liu, Guangxu Zhu, Wei Jiang, Wu Luo, Jie Xu, Shuguang Cui:
Vertical Federated Edge Learning with Distributed Integrated Sensing and Communication. CoRR abs/2201.08512 (2022) - [i42]Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong:
Integrated Sensing and Over-the-Air Computation: Dual-Functional MIMO Beamforming Design. CoRR abs/2201.12581 (2022) - [i41]Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang:
Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search. CoRR abs/2202.11490 (2022) - [i40]Yilong Chen, Guangxu Zhu, Jie Xu:
Over-the-Air Computation with Imperfect Channel State Information. CoRR abs/2202.13666 (2022) - [i39]Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H. Vincent Poor, Shuguang Cui:
Toward Ambient Intelligence: Federated Edge Learning with Task-Oriented Sensing, Computation, and Communication Integration. CoRR abs/2206.05949 (2022) - [i38]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. CoRR abs/2207.00969 (2022) - [i37]Zezhong Zhang, Guangxu Zhu, Shuguang Cui:
Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. CoRR abs/2208.03694 (2022) - [i36]Xiaowen Cao, Zhonghao Lyu, Guangxu Zhu, Jie Xu, Lexi Xu, Shuguang Cui:
An Overview on Over-the-Air Federated Edge Learning. CoRR abs/2208.05643 (2022) - [i35]Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang:
Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. CoRR abs/2210.09659 (2022) - [i34]Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang:
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI. CoRR abs/2211.01255 (2022) - [i33]Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Ping Zhang:
Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G. CoRR abs/2211.02574 (2022) - [i32]Maojun Zhang, Yang Li, Zezhong Zhang, Guangxu Zhu, Caijun Zhong:
Wireless Image Transmission with Semantic and Security Awareness. CoRR abs/2212.00227 (2022) - 2021
- [j20]Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning. IEEE Trans. Cogn. Commun. Netw. 7(1): 265-278 (2021) - [j19]Dongzhu Liu, Guangxu Zhu, Qunsong Zeng, Jun Zhang, Kaibin Huang:
Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission. IEEE Trans. Wirel. Commun. 20(1): 406-420 (2021) - [j18]Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang:
One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis. IEEE Trans. Wirel. Commun. 20(3): 2120-2135 (2021) - [j17]Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang:
Cooperative Interference Management for Over-the-Air Computation Networks. IEEE Trans. Wirel. Commun. 20(4): 2634-2651 (2021) - [j16]Guangxu Zhu, Jie Xu, Kaibin Huang, Shuguang Cui:
Over-the-Air Computing for Wireless Data Aggregation in Massive IoT. IEEE Wirel. Commun. 28(4): 57-65 (2021) - [c22]Xiaoyang Li, Guangxu Zhu, Kaifeng Han, Yi Gong, Kaibin Huang:
Joint Annotator Clustering and Power Control for Energy-Efficient Wireless Crowd Labelling. GLOBECOM (Workshops) 2021: 1-6 - [c21]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Optimized Power Control for Over-the-Air Federated Edge Learning. ICC 2021: 1-6 - [c20]Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui:
Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling. SPAWC 2021: 606-610 - [c19]Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang:
Privacy-Preserving Neural Architecture Search Across Federated IoT Devices. TrustCom 2021: 1434-1438 - [c18]Zhiqin Wang, Kaifeng Han, Jiamo Jiang, Zhiqing Wei, Guangxu Zhu, Zhiyong Feng, Jianmin Lu, Chunwei Meng:
Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends. VTC Fall 2021: 1-5 - [i31]Zezhong Zhang, Guangxu Zhu, Rui Wang, Vincent K. N. Lau, Kaibin Huang:
Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis. CoRR abs/2104.10095 (2021) - [i30]Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui:
Optimized Power Control Design for Over-the-Air Federated Edge Learning. CoRR abs/2106.09316 (2021) - [i29]Zhiqin Wang, Kaifeng Han, Jiamo Jiang, Zhiqing Wei, Guangxu Zhu, Zhiyong Feng, Jianmin Lu, Chunwei Meng:
Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends. CoRR abs/2106.15197 (2021) - [i28]Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong:
Data Partition and Rate Control for Learning and Energy Efficient Edge Intelligence. CoRR abs/2107.08884 (2021) - [i27]Tong Zhang, Shuai Wang, Guoliang Li, Fan Liu, Guangxu Zhu, Rui Wang:
Accelerating Edge Intelligence via Integrated Sensing and Communication. CoRR abs/2107.09574 (2021) - [i26]Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui:
Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling. CoRR abs/2107.11588 (2021) - [i25]Zhonghao Lyu, Guangxu Zhu, Jie Xu:
Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication. CoRR abs/2110.02857 (2021) - [i24]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge. CoRR abs/2111.05719 (2021) - [i23]Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang:
Training Time Minimization for Federated Edge Learning with Optimized Gradient Quantization and Bandwidth Allocation. CoRR abs/2112.14387 (2021) - 2020
- [j15]Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang:
Toward an Intelligent Edge: Wireless Communication Meets Machine Learning. IEEE Commun. Mag. 58(1): 19-25 (2020) - [j14]Guangxu Zhu, Yong Wang, Kaibin Huang:
Broadband Analog Aggregation for Low-Latency Federated Edge Learning. IEEE Trans. Wirel. Commun. 19(1): 491-506 (2020) - [j13]Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Wei Yu, Yi Gong, Kaibin Huang:
Joint Annotator-and-Spectrum Allocation in Wireless Networks for Crowd Labeling. IEEE Trans. Wirel. Commun. 19(9): 6116-6129 (2020) - [j12]Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang:
Optimized Power Control for Over-the-Air Computation in Fading Channels. IEEE Trans. Wirel. Commun. 19(11): 7498-7513 (2020) - [c17]Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang:
One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning. GLOBECOM 2020: 1-6 - [c16]Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Yi Gong, Kaibin Huang:
Spectrum Allocation in Wireless Networks for Crowd Labelling. ICASSP 2020: 8991-8995 - [c15]Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Exploiting Diversity Via Importance-Aware User Scheduling for Fast Edge Learning. ICC Workshops 2020: 1-6 - [i22]Guangxu Zhu, Yuqing Du, Deniz Gündüz, Kaibin Huang:
One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis. CoRR abs/2001.05713 (2020) - [i21]Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang:
Cooperative Interference Management for Over-the-Air Computation Networks. CoRR abs/2007.11765 (2020) - [i20]Guangxu Zhu, Jie Xu, Kaibin Huang:
Over-the-Air Computing for 6G - Turning Air into a Computer. CoRR abs/2009.02181 (2020) - [i19]Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui:
Optimized Power Control for Over-the-Air Federated Edge Learning. CoRR abs/2011.05587 (2020)
2010 – 2019
- 2019
- [j11]Guangxu Zhu, Kaibin Huang:
MIMO Over-the-Air Computation for High-Mobility Multimodal Sensing. IEEE Internet Things J. 6(4): 6089-6103 (2019) - [j10]Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang:
Wirelessly Powered Data Aggregation for IoT via Over-the-Air Function Computation: Beamforming and Power Control. IEEE Trans. Wirel. Commun. 18(7): 3437-3452 (2019) - [j9]Dingzhu Wen, Guangxu Zhu, Kaibin Huang:
Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks. IEEE Trans. Wirel. Commun. 18(11): 5255-5268 (2019) - [c14]Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang:
Optimal Power Control for Over-the-Air Computation. GLOBECOM 2019: 1-6 - [c13]Dingzhu Wen, Guangxu Zhu, Kaibin Huang:
Reduced-Dimension Design of MIMO AirComp for Data Aggregation in Clustered IoT Networks. GLOBECOM 2019: 1-6 - [c12]Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission. SPAWC 2019: 1-5 - [i18]Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang:
Optimal Power Control for Over-the-Air Computation in Fading Channels. CoRR abs/1906.06858 (2019) - [i17]Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning. CoRR abs/1910.02214 (2019) - [i16]Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Wei Yu, Yi Gong, Kaibin Huang:
Joint Annotator-and-Spectrum Allocation in Wireless Networks for Crowd Labelling. CoRR abs/1912.11678 (2019) - 2018
- [j8]Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang:
Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold. IEEE Trans. Signal Process. 66(22): 6031-6046 (2018) - [j7]Guangxu Zhu, Seung-Woo Ko, Kaibin Huang:
Inference From Randomized Transmissions by Many Backscatter Sensors. IEEE Trans. Wirel. Commun. 17(5): 3111-3127 (2018) - [c11]Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang:
Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold. GLOBECOM 2018: 1-6 - [c10]Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang:
Wirelessly Powered Over-the-Air Computation for High-Mobility Sensing. GLOBECOM Workshops 2018: 1-6 - [c9]Guangxu Zhu, Li Chen, Kaibin Huang:
MIMO Over-the-Air Computation: Beamforming Optimization on the Grassmann Manifold. GLOBECOM 2018: 1-6 - [c8]Guangxu Zhu, Seung-Woo Ko, Kaibin Huang:
Backscatter Sensing by Inference from Randomized Transmissions. ICC Workshops 2018: 1-6 - [c7]Kaibin Huang, Guangxu Zhu, Changsheng You, Jun Zhang, Yuqing Du, Dongzhu Liu:
Communication, Computing, and Learning on the Edge. ICCS 2018: 268-273 - [i15]Guangxu Zhu, Li Chen, Kaibin Huang:
Over-the-Air Computation in MIMO Multi-Access Channels: Beamforming and Channel Feedback. CoRR abs/1803.11129 (2018) - [i14]Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang:
Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold (Extended Version). CoRR abs/1804.03593 (2018) - [i13]Jiayao Zhang, Guangxu Zhu, Robert W. Heath Jr., Kaibin Huang:
Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning. CoRR abs/1808.02229 (2018) - [i12]Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang:
Wirelessly Powered Data Aggregation for IoT via Over-the-Air Functional Computation: Beamforming and Power Control. CoRR abs/1808.04616 (2018) - [i11]Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang:
Towards an Intelligent Edge: Wireless Communication Meets Machine Learning. CoRR abs/1809.00343 (2018) - [i10]Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Wireless Data Acquisition for Edge Learning: Importance Aware Retransmission. CoRR abs/1812.02030 (2018) - [i9]Dingzhu Wen, Guangxu Zhu, Kaibin Huang:
Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks. CoRR abs/1812.02373 (2018) - [i8]Guangxu Zhu, Yong Wang, Kaibin Huang:
Low-Latency Broadband Analog Aggregation for Federated Edge Learning. CoRR abs/1812.11494 (2018) - 2017
- [j6]Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang:
Hybrid Beamforming via the Kronecker Decomposition for the Millimeter-Wave Massive MIMO Systems. IEEE J. Sel. Areas Commun. 35(9): 2097-2114 (2017) - [c6]Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang:
Beamforming via Kronecker Decomposition for Interference Cancellation in the Analog Domain. GLOBECOM 2017: 1-6 - [i7]Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang:
Hybrid Beamforming via the Kronecker Decomposition for the Millimeter-Wave Massive MIMO Systems. CoRR abs/1704.03611 (2017) - [i6]Guangxu Zhu, Seung-Woo Ko, Kaibin Huang:
Inference from Randomized Transmissions by Many Backscatter Sensors. CoRR abs/1707.08535 (2017) - 2016
- [j5]Guangxu Zhu, Kaibin Huang:
Analog Spatial Cancellation for Tackling the Near-Far Problem in Wirelessly Powered Communications. IEEE J. Sel. Areas Commun. 34(12): 3566-3576 (2016) - [j4]Kaibin Huang, Caijun Zhong, Guangxu Zhu:
Some new research trends in wirelessly powered communications. IEEE Wirel. Commun. 23(2): 19-27 (2016) - [c5]Guangxu Zhu, Kaibin Huang:
Analog spatial decoupling for tackling the near-far problem in wirelessly powered communications. ICC 2016: 1-6 - [c4]Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang:
Hybrid interference cancellation in millimeter-wave MIMO systems. ICCS 2016: 1-6 - 2015
- [j3]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis:
Wireless Information and Power Transfer in Relay Systems With Multiple Antennas and Interference. IEEE Trans. Commun. 63(4): 1400-1418 (2015) - [c3]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis:
Wireless powered dual-hop multiple antenna relay transmission in the presence of interference. ICC 2015: 1795-1800 - [i5]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, George K. Karagiannidis, Zhaoyang Zhang, Theodoros A. Tsiftsis:
Wireless Information and Power Transfer in Relay Systems with Multiple Antennas and Interference. CoRR abs/1501.05376 (2015) - [i4]Kaibin Huang, Caijun Zhong, Guangxu Zhu:
Some New Trends in Wirelessly Powered Communications. CoRR abs/1508.03728 (2015) - [i3]Guangxu Zhu, Kaibin Huang:
Analog Spatial Cancellation for Tackling the Near-Far Problem in Wirelessly Powered Communications (Extended Version). CoRR abs/1510.09124 (2015) - 2014
- [j2]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen, Rui Yin:
Ergodic Capacity Comparison of Different Relay Precoding Schemes in Dual-Hop AF Systems With Co-Channel Interference. IEEE Trans. Commun. 62(7): 2314-2328 (2014) - [j1]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen:
Outage Probability of Dual-Hop Multiple Antenna AF Systems with Linear Processing in the Presence of Co-Channel Interference. IEEE Trans. Wirel. Commun. 13(4): 2308-2321 (2014) - [c2]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen:
Linear processing for dual-hop AF relay systems with interference: Outage probability analysis. ICC 2014: 4686-4691 - [i2]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen:
Outage Probability of Dual-Hop Multiple Antenna AF Systems with Linear Processing in the Presence of Co-Channel Interference. CoRR abs/1401.1011 (2014) - [i1]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen, Rui Yin:
Ergodic Capacity Comparison of Different Relay Precoding Schemes in Dual-Hop AF Systems with Co-Channel Interference. CoRR abs/1406.0049 (2014) - 2013
- [c1]Guangxu Zhu, Caijun Zhong, Himal A. Suraweera, Zhaoyang Zhang, Chau Yuen:
Ergodic capacity analysis of dual-hop ZF/MRT relaying systems with co-channel interference. WCSP 2013: 1-6
Coauthor Index
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