Dingzhu Wen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 55

Top Topics

Machine Intelligence

Cellular Networks

Video Analytics

Top Venues

IEEE Trans. Wirel. Commun.

GLOBECOM (Workshops)

Publications

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) (2024)
Peng Yang, Yuning Jiang, Dingzhu Wen, Ting Wang, Colin N. Jones, Yuanming Shi
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method. IEEE Trans. Wirel. Commun. 23 (6) (2024)
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) (2024)
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) (2024)
Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics. WCNC (2024)
Jiayi Yang, Yijie Mao, Dingzhu Wen, Yong Zhou, Yuanming Shi
RIS-Assisted Multi-Device Edge AI Inference. WCNC (2024)
Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi
Collaborative Edge AI Inference over Cloud-RAN. CoRR (2024)
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) (2024)
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 (2024)
Sisi Lin, Xiaoxia Xu, Qimei Chen, Zihan Zhang, Dingzhu Wen, Guocao Tao, Hao Jiang
End-to-End Hybrid Beamforming for mmWave Integrated Access and Backhaul with Active Sensing Strategy. WCNC (2024)
Mingzhao Guo, Dongzhu Liu, Osvaldo Simeone, Dingzhu Wen
Low-Rank Gradient Compression with Error Feedback for MIMO Wireless Federated Learning. CoRR (2024)
Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference. CoRR (2023)
Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence. CoRR (2023)
Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief
Task-Oriented Communications for 6G: Vision, Principles, and Technologies. CoRR (2023)
Qimei Chen, Zehua You, Dingzhu Wen, Zhaoyang Zhang
Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks. IEEE Trans. Veh. Technol. 72 (11) (2023)
Peng Yang, Dingzhu Wen, Qunsong Zeng, Ting Wang, Yuanming Shi
Communication-Efficient Vertically Split Inference via Over-the-Air Computation. SPAWC (2023)
Xinrui Ye, Yanzan Sun, Dingzhu Wen, Guangjin Pan, Shunqing Zhang
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference. CoRR (2023)
Sisi Lin, Mengyuan Lee, Qimei Chen, Dingzhu Wen, Wen Du, Zhidong He
OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks. WCSP (2023)
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)
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)
Shengli Liu, Guanding Yu, Dingzhu Wen, Xianfu Chen, Mehdi Bennis, Hongyang Chen
Communication and Energy Efficient Decentralized Learning Over D2D Networks. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Diao Wang, Dingzhu Wen, Yinghui He, Guanding Yu
Device Scheduling for Privacy-Aware Integrated Sensing, Computation, and Communication Systems. GLOBECOM (Workshops) (2023)
Chonghe Liu, Shengli Liu, Dingzhu Wen, Guanding Yu
Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning. GLOBECOM (Workshops) (2023)
Yiji Wang, Jingyang Zhu, Yijie Mao, Dingzhu Wen, Xiaohua Tian, Yuanming Shi
Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks. GLOBECOM (Workshops) (2023)
Zeming Zhuang, Dingzhu Wen, Yuanming Shi
Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication. GLOBECOM (2023)
Xinrui Ye, Yanzan Sun, Dingzhu Wen, Guangjin Pan, Shunqing Zhang
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference. VTC Fall (2023)
Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief
Task-Oriented Communications for 6G: Vision, Principles, and Technologies. IEEE Wirel. Commun. 30 (3) (2023)
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)
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 (2022)
Yiji Wang, Cheng Zou, Dingzhu Wen, Yuanming Shi
Federated Learning over LEO Satellite. GLOBECOM (Workshops) (2022)
Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI. CoRR (2022)
Dingzhu Wen, Ki-Jun Jeon, Kaibin Huang
Federated Dropout - A Simple Approach for Enabling Federated Learning on Resource Constrained Devices. IEEE Wirel. Commun. Lett. 11 (5) (2022)
Qiao Lan, Dingzhu Wen, Zezhong Zhang, Qunsong Zeng, Xu Chen, Petar Popovski, Kaibin Huang
What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence. J. Commun. Inf. Networks 6 (4) (2021)
Dingzhu Wen, Ki-Jun Jeon, Kaibin Huang
Federated Dropout - A Simple Approach for Enabling Federated Learning on Resource Constrained Devices. CoRR (2021)
Dingzhu Wen, Ki-Jun Jeon, Mehdi Bennis, Kaibin Huang
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels. IEEE Trans. Wirel. Commun. 20 (12) (2021)
Qiao Lan, Dingzhu Wen, Zezhong Zhang, Qunsong Zeng, Xu Chen, Petar Popovski, Kaibin Huang
What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence. CoRR (2021)
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning. CoRR (2020)
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation. GLOBECOM (2020)
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo
Importance- and Channel-Aware Scheduling in Cellular Federated Edge Learning. ACSSC (2020)
Dingzhu Wen, Ki-Jun Jeon, Mehdi Bennis, Kaibin Huang
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels. CoRR (2020)
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning. IEEE Trans. Wirel. Commun. 19 (12) (2020)
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo
Scheduling for Cellular Federated Edge Learning With Importance and Channel Awareness. IEEE Trans. Wirel. Commun. 19 (11) (2020)
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo
Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness. CoRR (2020)
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) (2019)
Dingzhu Wen, Xiaoyang Li, Qunsong Zeng, Jinke Ren, Kaibin Huang
An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning. CoRR (2019)
Dingzhu Wen, Guangxu Zhu, Kaibin Huang
Reduced-Dimension Design of MIMO AirComp for Data Aggregation in Clustered IoT Networks. GLOBECOM (2019)
Lu Chen, Dingzhu Wen, Caijun Zhong, Guanding Yu
Hybrid full-/half-duplex cellular networks: user admission and power control. Frontiers Inf. Technol. Electron. Eng. 19 (3) (2018)
Dingzhu Wen, Guangxu Zhu, Kaibin Huang
Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks. CoRR (2018)
Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li
Results on Energy- and Spectral-Efficiency Tradeoff in Cellular Networks With Full-Duplex Enabled Base Stations. IEEE Trans. Wirel. Commun. 16 (3) (2017)
Dingzhu Wen, Guanding Yu
Time-Division Cellular Networks With Full-Duplex Base Stations. IEEE Commun. Lett. 20 (2) (2016)
Dingzhu Wen, Guanding Yu, Lukai Xu
Energy-efficient mode selection and power control for device-to-device communications. WCNC (2016)
Zihan Zhang, Guanding Yu, Dingzhu Wen, Rui Liu
Joint user pairing, resource block allocation, and power control for full-duplex cellular networks. ICCC (2016)
Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li
Energy- and Spectral-Efficiency Tradeoff in Full-Duplex Communications. CoRR (2016)
Guanding Yu, Dingzhu Wen, Fengzhong Qu
Joint user scheduling and channel allocation for cellular networks with full duplex base stations. IET Commun. 10 (5) (2016)
Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li
Energy- and Spectral- Efficiency Tradeoff in Full-Duplex Communications. GLOBECOM Workshops (2016)