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ORCIDDingzhu Wen
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2020 – today
- 2024
[j21]Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang:
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence. IEEE Internet Things Mag. 7(4): 14-20 (2024)- [j20]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) - [j19]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) - [j18]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) - [j17]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) - [j16]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) - [j15]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): 5632-5647 (2024) - [j14]Yifan Chen, Shengli Liu, Dingzhu Wen:
Communication Efficient Decentralized Learning Over D2D Network: Adaptive Relay Selection and Resource Allocation. IEEE Wirel. Commun. Lett. 13(9): 2362-2366 (2024) - [c20]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: 1-6 - [c19]Jiayi Yang, Yijie Mao, Dingzhu Wen, Yong Zhou, Yuanming Shi:
RIS-Assisted Multi-Device Edge AI Inference. WCNC 2024: 1-6 - [c18]Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi:
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics. WCNC 2024: 1-6 - [i18]Mingzhao Guo, Dongzhu Liu, Osvaldo Simeone, Dingzhu Wen:
Low-Rank Gradient Compression with Error Feedback for MIMO Wireless Federated Learning. CoRR abs/2401.07496 (2024) - [i17]Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi:
Collaborative Edge AI Inference over Cloud-RAN. CoRR abs/2404.06007 (2024) - [i16]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) - [i15]Dingzhu Wen, Yong Zhou, Xiaoyang Li, Yuanming Shi, Kaibin Huang, Khaled B. Letaief:
A Survey on Integrated Sensing, Communication, and Computation. CoRR abs/2408.08074 (2024) - 2023
- [j13]Qimei Chen, Zehua You, Dingzhu Wen, Zhaoyang Zhang:
Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks. IEEE Trans. Veh. Technol. 72(11): 14601-14614 (2023) - [j12]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): 9549-9563 (2023) - [j11]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): 78-85 (2023) - [c17]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: 190-196 - [c16]Chonghe Liu, Shengli Liu, Dingzhu Wen, Guanding Yu:
Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning. GLOBECOM (Workshops) 2023: 491-496 - [c15]Diao Wang, Dingzhu Wen, Yinghui He, Guanding Yu:
Device Scheduling for Privacy-Aware Integrated Sensing, Computation, and Communication Systems. GLOBECOM (Workshops) 2023: 957-962 - [c14]Zeming Zhuang, Dingzhu Wen, Yuanming Shi:
Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication. GLOBECOM 2023: 4644-4649 - [c13]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 - [c12]Peng Yang, Dingzhu Wen, Qunsong Zeng, Ting Wang, Yuanming Shi:
Communication-Efficient Vertically Split Inference via Over-the-Air Computation. SPAWC 2023: 1-5 - [c11]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: 1-7 - [c10]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 - [c9]Sisi Lin, Mengyuan Lee, Qimei Chen, Dingzhu Wen, Wen Du, Zhidong He:
OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks. WCSP 2023: 152-157 - [i14]Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief:
Task-Oriented Communications for 6G: Vision, Principles, and Technologies. CoRR abs/2303.10920 (2023) - [i13]Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang:
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence. CoRR abs/2306.01162 (2023) - [i12]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) - [i11]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 abs/2310.12937 (2023) - 2022
- [j10]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): 923-927 (2022) - [c8]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 - [c7]Yiji Wang, Cheng Zou, Dingzhu Wen, Yuanming Shi:
Federated Learning over LEO Satellite. GLOBECOM (Workshops) 2022: 1652-1657 - [i10]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) - [i9]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) - 2021
- [j9]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): 336-371 (2021) - [j8]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): 8348-8361 (2021) - [i8]Dingzhu Wen, Ki Jun Jeon, Kaibin Huang:
Federated Dropout - A Simple Approach for Enabling Federated Learning on Resource Constrained Devices. CoRR abs/2109.15258 (2021) - [i7]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 abs/2110.00196 (2021) - 2020
- [j7]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): 7690-7703 (2020) - [j6]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): 8272-8286 (2020) - [c6]Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo:
Importance- and Channel-Aware Scheduling in Cellular Federated Edge Learning. ACSSC 2020: 294-298 - [c5]Dingzhu Wen, Mehdi Bennis, Kaibin Huang:
Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation. GLOBECOM 2020: 1-6 - [i6]Dingzhu Wen, Mehdi Bennis, Kaibin Huang:
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning. CoRR abs/2003.04544 (2020) - [i5]Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo:
Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness. CoRR abs/2004.00490 (2020) - [i4]Dingzhu Wen, Ki Jun Jeon, Mehdi Bennis, Kaibin Huang:
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels. CoRR abs/2010.04061 (2020)
2010 – 2019
- 2019
- [j5]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) - [c4]Dingzhu Wen, Guangxu Zhu, Kaibin Huang:
Reduced-Dimension Design of MIMO AirComp for Data Aggregation in Clustered IoT Networks. GLOBECOM 2019: 1-6 - [i3]Dingzhu Wen, Xiaoyang Li, Qunsong Zeng, Jinke Ren, Kaibin Huang:
An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning. CoRR abs/1911.03878 (2019) - 2018
- [j4]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): 379-387 (2018) - [i2]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) - 2017
- [j3]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): 1494-1507 (2017) - 2016
- [j2]Dingzhu Wen, Guanding Yu:
Time-Division Cellular Networks With Full-Duplex Base Stations. IEEE Commun. Lett. 20(2): 392-395 (2016) - [j1]Guanding Yu, Dingzhu Wen, Fengzhong Qu:
Joint user scheduling and channel allocation for cellular networks with full duplex base stations. IET Commun. 10(5): 479-486 (2016) - [c3]Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li:
Energy- and Spectral- Efficiency Tradeoff in Full-Duplex Communications. GLOBECOM Workshops 2016: 1-6 - [c2]Zihan Zhang, Guanding Yu, Dingzhu Wen, Rui Liu:
Joint user pairing, resource block allocation, and power control for full-duplex cellular networks. ICCC 2016: 1-6 - [c1]Dingzhu Wen, Guanding Yu, Lukai Xu:
Energy-efficient mode selection and power control for device-to-device communications. WCNC 2016: 1-7 - [i1]Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li:
Energy- and Spectral-Efficiency Tradeoff in Full-Duplex Communications. CoRR abs/1607.03665 (2016)
Coauthor Index
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