| 2026 | WCNC | Physical-Informed Radio Map Estimation: An Environment-Aware Decomposition Approach. | Wenyu Li, Hongcheng Dong, Xiaoyang Li, Changsheng You, Guangxu Zhu, Xiaowen Cao, Xiong Wang |
| 2026 | WWW | FedRMamba: Federated Residual Mamba for Multivariate Time-Series Forecasting. | Zhiwei Hu, Liang Zhang, Guangxu Zhu |
| 2025 | AISTATS | Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning. | Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guanchu Wang, Dimitrios Pezaros, Guangxu Zhu |
| 2025 | GLOBECOM | 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 |
| 2025 | GLOBECOM | LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking. | Zijian Zhao, Tingwei Chen, Fanyi Meng, Zhijie Cai, Hang Li, Xiaoyang Li, Guangxu Zhu |
| 2025 | ICRA | Label Anything: An Interpretable, High-Fidelity and Prompt-Free Annotator. | Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Shuai Wang, Ming Tang, Yik-Chung Wu |
| 2025 | IROS | Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization. | Jiayi Chen, Shuai Wang, Guoliang Li, Wei Xu, Guangxu Zhu, Derrick Wing Kwan Ng, ChengZhong Xu |
| 2025 | IROS | Enhancing Large Vision Model in Street Scene Semantic Understanding through Leveraging Posterior Optimization Trajectory. | Wei-Bin Kou, Qingfeng Lin, Ming Tang, Jingreng Lei, Shuai Wang, Rongguang Ye, Guangxu Zhu, Yik-Chung Wu |
| 2025 | IROS | FedEMA: Federated Exponential Moving Averaging with Negative Entropy Regularizer in Autonomous Driving. | Wei-Bin Kou, Guangxu Zhu, Bingyang Cheng, Shuai Wang, Ming Tang, Yik-Chung Wu |
| 2025 | VTC | Quantized Analog Beamforming Enabled Multi-task Federated Learning Over-the-air. | Jiacheng Yao, Wei Xu, Guangxu Zhu, Zhaohui Yang, Kaibin Huang, Dusit Niyato |
| 2025 | VTC | Energy Efficient Data Processing: Integrated Sensing-Communication-Computation Design. | Ziqin Zhou, Xiaoyang Li, Guangxu Zhu, Bingpeng Zhou, Chang Liu, Kaibin Huang |
| 2025 | WCNC | Task-Oriented Wireless Communication and Control Co-Design. | Zidong Han, Xiaoyang Li, Guangxu Zhu, Bingpeng Zhou, Kaibin Huang, Yi Gong, Qinyu Zhang |
| 2025 | WCNC | RadioGAT: A Model-Based Learning Framework for Radio Map Reconstruction via Graph Attention Networks. | Xiaojie Li, Hang Li, Xiaoyang Li, Guangxu Zhu, Nan Qi, Ming Xiao |
| 2024 | ICASSP | Integrating Sensing, Communication, and Computation in the Sky. | Yao Tang, Guangxu Zhu, Wei Xu, Man Hon Cheung, Tat-Ming Lok, Shuguang Cui |
| 2024 | INFOCOM | 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 |
| 2024 | IROS | 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 |
| 2023 | CSCWD | 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 |
| 2023 | GLOBECOM | TinyFL: A Lightweight Federated Learning Method with Efficient Memory-and-Communication. | Han Cheng, Qimei Chen, Yipeng Liang, Guangxu Zhu |
| 2023 | GLOBECOM | Successive Pose Estimation and Beam Tracking for mmWave Vehicular Communication Systems. | Cen Liu, Guangxu Zhu, Fan Liu, Yuanwei Liu, Kaibin Huang |
| 2023 | GLOBECOM | Semantic Communications for Joint Image Recovery and Classification. | Zhonghao Lyu, Guangxu Zhu, Jie Xu, Bo Ai, Shuguang Cui |
| 2023 | GLOBECOM | Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning. | Maojun Zhang, Zhijie Cai, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong |
| 2023 | GLOBECOM | Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics. | Boning Zhang, Dongzhu Liu, Osvaldo Simeone, Guangxu Zhu |
| 2023 | IROS | 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 |
| 2023 | MOBICOM | 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 |
| 2023 | MOBICOM | Towards Pervasive Sensing: A multimodal approach via CSI and RGB image modalities fusion. | Fujia Zhou, Guangxu Zhu, Xiaoyang Li, Hang Li, Qingjiang Shi |
| 2023 | WCNC | UKFWiTr: A Single-link Indoor Tracking Method Based on WiFi CSI. | Xuemei Wang, Jiachen Wang, Hang Li, Xiaoyang Li, Chao Shen, Guangxu Zhu |
| 2023 | WCNC | Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference. | Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang |
| 2022 | ACSSC | 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 |
| 2022 | GLOBECOM | Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. | Zezhong Zhang, Guangxu Zhu, Shuguang Cui |
| 2022 | WCNC | 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 |
| 2021 | GLOBECOM | Joint Annotator Clustering and Power Control for Energy-Efficient Wireless Crowd Labelling. | Xiaoyang Li, Guangxu Zhu, Kaifeng Han, Yi Gong, Kaibin Huang |
| 2021 | VTC | 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 |
| 2021 | TrustCom | Privacy-Preserving Neural Architecture Search Across Federated IoT Devices. | Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang |
| 2020 | GLOBECOM | One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning. | Guangxu Zhu, Yuqing Du, Deniz Gndz, Kaibin Huang |
| 2020 | ICASSP | Spectrum Allocation in Wireless Networks for Crowd Labelling. | Xiaoyang Li, Guangxu Zhu, Kaiming Shen, Yi Gong, Kaibin Huang |
| 2019 | GLOBECOM | Optimal Power Control for Over-the-Air Computation. | Xiaowen Cao, Guangxu Zhu, Jie Xu, Kaibin Huang |
| 2019 | GLOBECOM | Reduced-Dimension Design of MIMO AirComp for Data Aggregation in Clustered IoT Networks. | Dingzhu Wen, Guangxu Zhu, Kaibin Huang |
| 2018 | GLOBECOM | Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold. | Yuqing Du, Guangxu Zhu, Jiayao Zhang, Kaibin Huang |
| 2018 | GLOBECOM | Wirelessly Powered Over-the-Air Computation for High-Mobility Sensing. | Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang |
| 2018 | GLOBECOM | MIMO Over-the-Air Computation: Beamforming Optimization on the Grassmann Manifold. | Guangxu Zhu, Li Chen, Kaibin Huang |
| 2017 | GLOBECOM | 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 |