Dingzhu Wen

99 papers A* 1B 16C 2Misc 1Journal 67Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
BeamVLM for Low-altitude Economy: Generative Beam Prediction via Vision-language Models.
CoRR
Chenran Kou, Changsheng You, Mingjiang Wu, Dingzhu Wen, Zezhong Zhang, Chengwen Xing
2026 J jnl
Cross-Modal Collaborative Diffusion Models for Distributed AI-Generated Content.
IEEE Trans. Cogn. Commun. Netw.
Yuhan Ai, Qimei Chen, Dingzhu Wen, Mehdi Bennis
2026 J jnl
Decentralized Integration of Sensing-Communication-Computation for Multi-Task Edge AI Inference.
IEEE Trans. Wirel. Commun.
Chenye Wang, Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Xin Wang
2026 J jnl
FedLoDrop: Federated LoRA With Dropout for Generalized LLM Fine-Tuning.
IEEE J. Sel. Areas Commun.
Sijing Xie, Dingzhu Wen, Changsheng You, Qimei Chen, Mehdi Bennis, Kaibin Huang
2026 J jnl
Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Sijing Xie, Xiaowen Cao, Yuanhao Cui, Jie Xu, Yuanming Shi, Shuguang Cui
2026 J jnl
Integrated Sensing-Communication-Computation-Based Online Federated Learning With Limited Cache in OFDM Systems.
IEEE Trans. Cogn. Commun. Netw.
Nannan Zhang, Qiaosheng Hu, Dingzhu Wen, Yuyi Mao, Tian-Ming Ma, Guanding Yu, Wei Wang
2026 J jnl
MIMO Over-the-Air Computation for Device-Edge Collaborative Inference.
IEEE Trans. Wirel. Commun.
Hanzhe Yang, Dingzhu Wen, Li You, Jingjing Wang, Sheng Wu, Yuanming Shi
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 Survey on Integrated Sensing, Communication, and Computation.
IEEE Commun. Surv. Tutorials
Dingzhu Wen, Yong Zhou, Xiaoyang Li, Yuanming Shi, Kaibin Huang, Khaled B. Letaief
2025 J jnl
Aerial Semantic Relay-Enabled SAGIN: Joint UAV Deployment and Resource Allocation.
CoRR
Yanbo Yin, Dingzhu Wen, Changsheng You, Xiaowen Cao, Tat-Ming Lok, Dusit Niyato
2025 J jnl
Balancing Straggler Mitigation and Information Protection for Matrix Multiplication in Heterogeneous Multi-Group Networks.
IEEE Trans. Commun.
Hongtao Zhu, Li Chen, Dingzhu Wen, Xiaohui Chen, Weidong Wang
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 B conf
Cost-Efficient Wideband Beam Training: A 3D Controllable Beam Squint Approach.
PIMRC
Ruihuan Wang, Qimei Chen, Yongcheng Li, Qipeng Zheng, Dingzhu Wen, Muhammad Kaleem Awan
2025 J jnl
Dynamic UAV-Assisted Cooperative Edge AI Inference.
IEEE Trans. Wirel. Commun.
Jingfeng Huang, Lixiang Lian, Dingzhu Wen, Yong Zhou, Fuzhai Wang, Weichang Wang, Yuanming Shi
2025 J jnl
Efficient Collaborative Learning Over Unreliable D2D Network: Adaptive Cluster Head Selection and Resource Allocation.
IEEE Trans. Commun.
Shengli Liu, Chonghe Liu, Dingzhu Wen, Guanding Yu
2025 J jnl
Efficient Wireless Federated Learning via Low-Rank Gradient Factorization.
IEEE Trans. Veh. Technol.
Mingzhao Guo, Dongzhu Liu, Osvaldo Simeone, Dingzhu Wen
2025 J jnl
FedLoDrop: Federated LoRA with Dropout for Generalized LLM Fine-tuning.
CoRR
Sijing Xie, Dingzhu Wen, Changsheng You, Qimei Chen, Mehdi Bennis, Kaibin Huang
2025 J jnl
Federated Dropout: Convergence Analysis and Resource Allocation.
CoRR
Sijing Xie, Dingzhu Wen, Xiaonan Liu, Changsheng You, Tharmalingam Ratnarajah, Kaibin Huang
2025 B conf
Federated LoRA with Dropout: An Efficient and Overfitting Control Approach for LLM Fine-Tuning.
PIMRC
Sijing Xie, Changsheng You, Qimei Chen, Dingzhu Wen
2025 J jnl
Finite-Precision Conjugate Gradient Method for Massive MIMO Detection.
CoRR
Yiming Fang, Li Chen, Changsheng You, Dingzhu Wen, Pengcheng Zhu
2025 — conf
Hierarchical Federated Learning with Integrated Sensing-Communication-Computation Over Space-Air-Ground Integrated Networks.
ICC
Zhanpeng Yang, Pengfei Zhang, Jingyang Zhu, Dingzhu Wen, Yuanming Shi, Wei Chen
2025 J jnl
Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning.
CoRR
Dingzhu Wen, Sijing Xie, Xiaowen Cao, Yuanhao Cui, Jie Xu, Yuanming Shi, Shuguang Cui
2025 B conf
Integrated Sensing-Communication-Computation Based Online Federated Learning with Limited Cache.
WCNC
Qiaosheng Hu, Nannan Zhang, Dingzhu Wen
2025 B conf
Integrated Sensing-Communication-Computation for Movable Antennas Assisted Multi-Device Edge AI Inference.
GLOBECOM
Jiayi Yang, Shuai Guo, Chengcheng Wang, Dingzhu Wen, Min Fu, Yong Zhou, Yuanming Shi
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 B conf
Joint Source and Channel Coding for Multi-Modal Satellite-to-Ground Semantic Communications.
WCNC
Yanbo Yin, Shu Liu, Dingzhu Wen, Youlong Wu, Yuanming Shi
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 C conf
Robust Multimodal Information Bottleneck for Satellite-to-Ground Task-Oriented Communication.
ISCC
Jiayi Huang, Dingzhu Wen, Youlong Wu, Yuanming Shi, Ting 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 A* conf
Structured IB: Improving Information Bottleneck with Structured Feature Learning.
AAAI
Hanzhe Yang, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuanming Shi
2024 J jnl
A Survey on Integrated Sensing, Communication, and Computation.
CoRR
Dingzhu Wen, Yong Zhou, Xiaoyang Li, Yuanming Shi, Kaibin Huang, Khaled B. Letaief
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
Communication Efficient Decentralized Learning Over D2D Network: Adaptive Relay Selection and Resource Allocation.
IEEE Wirel. Commun. Lett.
Yifan Chen, Shengli Liu, Dingzhu Wen
2024 B conf
Convergence Analysis for Federated Dropout.
GLOBECOM
Sijing Xie, Dingzhu Wen, Xiaonan Liu, Changsheng You, Tharmalingam Ratnarajah, Kaibin Huang
2024 J jnl
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method.
IEEE Trans. Wirel. Commun.
Peng Yang, Yuning Jiang, Dingzhu Wen, Ting Wang, Colin N. Jones, Yuanming Shi
2024 B conf
Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck.
GLOBECOM
Jiawei You, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuning Jiang, Yuanming Shi
2024 B conf
End-to-End Hybrid Beamforming for mmWave Integrated Access and Backhaul with Active Sensing Strategy.
WCNC
Sisi Lin, Xiaoxia Xu, Qimei Chen, Zihan Zhang, Dingzhu Wen, Guocao Tao, Hao Jiang
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 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
Fisher-Robust Information Bottleneck for Task-Oriented Communication with Noisy Data.
WCSP
Jielin Zhu, Youlong Wu, Dingzhu Wen, Xuan Liu, Liqun Fu, Yuanming Shi
2024 J jnl
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence.
IEEE Internet Things Mag.
Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang
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 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 B conf
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics.
WCNC
Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi
2024 J jnl
Low-Rank Gradient Compression with Error Feedback for MIMO Wireless Federated Learning.
CoRR
Mingzhao Guo, Dongzhu Liu, Osvaldo Simeone, Dingzhu Wen
2024 J jnl
Over-the-Air Computation Empowered Vertically Split Inference.
IEEE Trans. Wirel. Commun.
Peng Yang, Dingzhu Wen, Qunsong Zeng, Yong Zhou, Ting Wang, Haibin Cai, Yuanming Shi
2024 B conf
RIS-Assisted Multi-Device Edge AI Inference.
WCNC
Jiayi Yang, Yijie Mao, Dingzhu Wen, Yong Zhou, Yuanming Shi
2024 B conf
Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization.
GLOBECOM
Yan Zhu, Peng Yang, Jingyang Zhu, Dingzhu Wen, Ting Wang, Yong Zhou, Yuanming Shi, Chunxiao Jiang
2024 J jnl
Semantic Communication Meets Edge Intelligence: Semantic-Relay-Aided Text Transmissions.
IEEE Internet Things J.
Zeyang Hu, Changsheng You, Tianyu Liu, Dingzhu Wen, Ye Hu, Yuanhao Cui, Yi Gong, Kaibin Huang
2024 J jnl
Structured IB: Improving Information Bottleneck with Structured Feature Learning.
CoRR
Hanzhe Yang, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuanming Shi
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
2023 — conf
Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning.
GLOBECOM (Workshops)
Chonghe Liu, Shengli Liu, Dingzhu Wen, Guanding Yu
2023 J jnl
Communication and Energy Efficient Decentralized Learning Over D2D Networks.
IEEE Trans. Wirel. Commun.
Shengli Liu, Guanding Yu, Dingzhu Wen, Xianfu Chen, Mehdi Bennis, Hongyang Chen
2023 — conf
Communication-Efficient Vertically Split Inference via Over-the-Air Computation.
SPAWC
Peng Yang, Dingzhu Wen, Qunsong Zeng, Ting Wang, Yuanming Shi
2023 B conf
Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication.
GLOBECOM
Zeming Zhuang, Dingzhu Wen, Yuanming Shi
2023 — conf
Device Scheduling for Privacy-Aware Integrated Sensing, Computation, and Communication Systems.
GLOBECOM (Workshops)
Diao Wang, Dingzhu Wen, Yinghui He, Guanding Yu
2023 — conf
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference.
VTC Fall
Xinrui Ye, Yanzan Sun, Dingzhu Wen, Guangjin Pan, Shunqing Zhang
2023 J jnl
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference.
CoRR
Xinrui Ye, Yanzan Sun, Dingzhu Wen, Guangjin Pan, Shunqing Zhang
2023 J jnl
Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks.
IEEE Trans. Veh. Technol.
Qimei Chen, Zehua You, Dingzhu Wen, Zhaoyang Zhang
2023 — conf
Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks.
GLOBECOM (Workshops)
Yiji Wang, Jingyang Zhu, Yijie Mao, Dingzhu Wen, Xiaohua Tian, Yuanming Shi
2023 J jnl
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence.
CoRR
Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang
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 — conf
OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks.
WCSP
Sisi Lin, Mengyuan Lee, Qimei Chen, Dingzhu Wen, Wen Du, Zhidong He
2023 J jnl
Task-Oriented Communications for 6G: Vision, Principles, and Technologies.
CoRR
Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief
2023 J jnl
Task-Oriented Communications for 6G: Vision, Principles, and Technologies.
IEEE Wirel. Commun.
Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief
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
2022 J jnl
Federated Dropout - A Simple Approach for Enabling Federated Learning on Resource Constrained Devices.
IEEE Wirel. Commun. Lett.
Dingzhu Wen, Ki Jun Jeon, Kaibin Huang
2022 — conf
Federated Learning over LEO Satellite.
GLOBECOM (Workshops)
Yiji Wang, Cheng Zou, Dingzhu Wen, Yuanming Shi
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 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
2021 J jnl
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Ki Jun Jeon, Mehdi Bennis, Kaibin Huang
2021 J jnl
Federated Dropout - A Simple Approach for Enabling Federated Learning on Resource Constrained Devices.
CoRR
Dingzhu Wen, Ki Jun Jeon, Kaibin Huang
2021 J jnl
What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence.
CoRR
Qiao Lan, Dingzhu Wen, Zezhong Zhang, Qunsong Zeng, Xu Chen, Petar Popovski, Kaibin Huang
2021 J jnl
What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence.
J. Commun. Inf. Networks
Qiao Lan, Dingzhu Wen, Zezhong Zhang, Qunsong Zeng, Xu Chen, Petar Popovski, Kaibin Huang
2020 B conf
Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation.
GLOBECOM
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
2020 J jnl
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels.
CoRR
Dingzhu Wen, Ki Jun Jeon, Mehdi Bennis, Kaibin Huang
2020 Misc conf
Importance- and Channel-Aware Scheduling in Cellular Federated Edge Learning.
ACSSC
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo
2020 J jnl
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning.
CoRR
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
2020 J jnl
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Mehdi Bennis, Kaibin Huang
2020 J jnl
Scheduling for Cellular Federated Edge Learning With Importance and Channel Awareness.
IEEE Trans. Wirel. Commun.
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo
2020 J jnl
Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness.
CoRR
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo
2019 J jnl
An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning.
CoRR
Dingzhu Wen, Xiaoyang Li, Qunsong Zeng, Jinke Ren, 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
2018 J jnl
Hybrid full-/half-duplex cellular networks: user admission and power control.
Frontiers Inf. Technol. Electron. Eng.
Lu Chen, Dingzhu Wen, Caijun Zhong, Guanding Yu
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
2017 J jnl
Results on Energy- and Spectral-Efficiency Tradeoff in Cellular Networks With Full-Duplex Enabled Base Stations.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li
2016 — conf
Energy- and Spectral- Efficiency Tradeoff in Full-Duplex Communications.
GLOBECOM Workshops
Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li
2016 J jnl
Energy- and Spectral-Efficiency Tradeoff in Full-Duplex Communications.
CoRR
Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li
2016 B conf
Energy-efficient mode selection and power control for device-to-device communications.
WCNC
Dingzhu Wen, Guanding Yu, Lukai Xu
2016 C conf
Joint user pairing, resource block allocation, and power control for full-duplex cellular networks.
ICCC
Zihan Zhang, Guanding Yu, Dingzhu Wen, Rui Liu
2016 J jnl
Joint user scheduling and channel allocation for cellular networks with full duplex base stations.
IET Commun.
Guanding Yu, Dingzhu Wen, Fengzhong Qu
2016 J jnl
Time-Division Cellular Networks With Full-Duplex Base Stations.
IEEE Commun. Lett.
Dingzhu Wen, Guanding Yu