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Mingzhe Chen
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2020 – today
- 2024
- [b2]Mingzhe Chen, Shuguang Cui:
Communication Efficient Federated Learning for Wireless Networks. Wireless Networks, Springer 2024, ISBN 978-3-031-51265-0, pp. 1-170 - [j74]Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, H. Vincent Poor:
A Joint Communication and Computation Design for Probabilistic Semantic Communications. Entropy 26(5): 394 (2024) - [j73]Weihang Ding, Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Mohammad Shikh-Bahaei:
Joint Vehicle Connection and Beamforming Optimiziation in Digital-Twin-Assisted Integrated Sensing and Communication Vehicular Networks. IEEE Internet Things J. 11(20): 32923-32938 (2024) - [j72]Yang Yang, Mingzhe Chen, Yufei W. Blankenship, Jemin Lee, Zabih Ghassemlooy, Julian Cheng, Shiwen Mao:
Guest Editorial Positioning and Sensing Over Wireless Networks - Part I. IEEE J. Sel. Areas Commun. 42(9): 2143-2148 (2024) - [j71]Yang Yang, Mingzhe Chen, Yufei W. Blankenship, Jemin Lee, Zabih Ghassemlooy, Julian Cheng, Shiwen Mao:
Positioning Using Wireless Networks: Applications, Recent Progress, and Future Challenges. IEEE J. Sel. Areas Commun. 42(9): 2149-2178 (2024) - [j70]Yang Yang, Mingzhe Chen, Yufei W. Blankenship, Jemin Lee, Zabih Ghassemlooy, Julian Cheng, Shiwen Mao:
Guest Editorial Positioning and Sensing Over Wireless Networks - Part II. IEEE J. Sel. Areas Commun. 42(10): 2603-2607 (2024) - [j69]Zifan Zhang, Yuchen Liu, Zhiyuan Peng, Mingzhe Chen, Dongkuan Xu, Shuguang Cui:
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks. IEEE J. Sel. Areas Commun. 42(11): 3306-3320 (2024) - [j68]Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang:
A Joint Communication and Computation Framework for Digital Twin Over Wireless Networks. IEEE J. Sel. Top. Signal Process. 18(1): 6-17 (2024) - [j67]Xingqin Lin, Mingzhe Chen, Taesang Yoo, Yue Wang, Lina Bariah, Nguyen Hoang Tran, Kaibin Huang:
The Interplay Between Generative AI and 5G-Advanced Toward 6G. IEEE Netw. 38(5): 7-9 (2024) - [j66]Bruno Clerckx, Yijie Mao, Zhaohui Yang, Mingzhe Chen, Ahmed Alkhateeb, Liang Liu, Min Qiu, Jinhong Yuan, Vincent W. S. Wong, Juan Montojo:
Multiple Access Techniques for Intelligent and Multifunctional 6G: Tutorial, Survey, and Outlook. Proc. IEEE 112(7): 832-879 (2024) - [j65]Jing Zhang, Mingzhe Chen, Yunzuo Hu, Xinzhou Zhang, Zhe Wang:
BMPCN: A Bigraph Mutual Prototype Calibration Net for few-shot classification. Pattern Recognit. 156: 110841 (2024) - [j64]Yihan Cang, Ming Chen, Yijin Pan, Zhaohui Yang, Ye Hu, Haijian Sun, Mingzhe Chen:
Joint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networks. IEEE Trans. Commun. 72(6): 3378-3392 (2024) - [j63]Zhiyu Zhu, Yang Yang, Mingzhe Chen, Caili Guo, Jiangyi Hao, Shuguang Cui:
Visible Light Positioning With Visual Odometry: A Single Luminaire Based Positioning Algorithm. IEEE Trans. Commun. 72(8): 4978-4991 (2024) - [j62]Ran Zhang, Fangqi Liu, Jiang Liu, Mingzhe Chen, Qinqin Tang, Tao Huang, F. Richard Yu:
CPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learning. IEEE Trans. Mob. Comput. 23(10): 9424-9436 (2024) - [j61]Wenjing Zhang, Yining Wang, Mingzhe Chen, Tao Luo, Dusit Niyato:
Optimization of Image Transmission in Cooperative Semantic Communication Networks. IEEE Trans. Wirel. Commun. 23(2): 861-873 (2024) - [j60]Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad:
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. IEEE Trans. Wirel. Commun. 23(3): 1755-1770 (2024) - [j59]Songling Zhang, Zhaohui Yang, Mingzhe Chen, Danpu Liu, Kai-Kit Wong, H. Vincent Poor:
Beamforming Design for the Performance Optimization of Intelligent Reflecting Surface Assisted Multicast MIMO Networks. IEEE Trans. Wirel. Commun. 23(3): 2325-2339 (2024) - [j58]Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. 23(3): 2340-2356 (2024) - [j57]Xuefei Li, Mingzhe Chen, Ye Hu, Zhilong Zhang, Danpu Liu, Shiwen Mao:
Jointly Optimizing Terahertz Based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach. IEEE Trans. Wirel. Commun. 23(10): 12917-12932 (2024) - [j56]Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton:
Digital Over-the-Air Federated Learning in Multi-Antenna Systems. IEEE Trans. Wirel. Commun. 23(10): 15125-15141 (2024) - [c87]Jing Zhang, Xiaoqiang Liu, Mingzhe Chen, Zhe Wang:
Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering. AAAI 2024: 7151-7159 - [c86]Lunan Sun, Caili Guo, Mingzhe Chen, Yang Yang:
Privacy-Aware Joint Source-Channel Coding For Image Transmission Based On Disentangled Information Bottleneck. ICASSP 2024: 9016-9020 - [c85]Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang:
Optimizing Synchronization Delay for Digital Twin over Wireless Networks. ICASSP 2024: 9106-9110 - [c84]Songling Zhang, Mingzhe Chen, Wenjing Zhang, Zhaohui Yang, Danpu Liu, Zhilong Zhang, Kai-Kit Wong:
Performance Optimization for Multicast Mm Wave MIMO Networks with Mobile Users. ICC Workshops 2024: 846-851 - [c83]Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Changsheng You, Qianqian Yang, Wei Xu, Zhaoyang Zhang:
Multi-User Probabilistic Semantic Communication with Semantic Compression Ratio Optimization. ICC Workshops 2024: 1647-1652 - [c82]Zhizhen Li, Xuanhao Luo, Mingzhe Chen, Chenhan Xu, Yuchen Liu:
Context-Aware Beam Management via Online Probing in Combinatorial Multi-Armed Bandits. ICC 2024: 3202-3207 - [c81]Nuocheng Yang, Sihua Wang, Mingzhe Chen, Changchuan Yin, Christopher G. Brinton:
A Privacy Preserving and Byzantine Robust Collaborative Federated Learning Method Design. ICC 2024: 3598-3603 - [c80]Ouwen Huan, Mingzhe Chen, Tao Luo:
Optimizing Vehicle Positioning via Multi-Model Image and Radio Frequency Fusion. ICC 2024: 4403-4408 - [c79]Zhijin Yang, Zhizhen Li, Yi Wang, Jianqing Liu, Mingzhe Chen, Yuchen Liu:
GemNet: Analysis and Prediction of Building Materials for Optimizing Indoor Wireless Networks. ICC 2024: 4888-4893 - [c78]Jiahui Zhao, Ming Chen, Zhaohui Yang, Changsheng You, Mingzhe Chen:
Resource Allocation for Semantic Relay Aided Wireless Networks with Probability Graph. ICC 2024: 5317-5322 - [c77]Jiantong Zhang, Mingzhe Chen, Yujiao Zhu, H. Shihao, Tao Luo, Zhilong Zhang:
Performance Optimization of Semantic Communications for Users with Heterogeneous Knowledge. ICC 2024: 5515-5520 - [c76]Rui Xu, Gaolei Li, Changze Li, Zhaohui Yang, Yuchen Liu, Mingzhe Chen:
OSNeRF: On-demand Semantic Neural Radiance Fields for Fast and Robust 3D Object Reconstruction. ACM Multimedia 2024: 4505-4514 - [c75]Zifan Zhang, Mingzhe Chen, Zhaohui Yang, Yuchen Liu:
Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning. IFIP Networking 2024: 359-367 - [c74]Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Xu Gan, Chongwen Huang, Yao Sun, Qianqian Yang, Wei Xu, Zhaoyang Zhang:
Spectral Efficiency Maximization for Probabilistic Semantic Communication with Rate Splitting. VTC Spring 2024: 1-5 - [c73]Xuefei Li, Mingzhe Chen, Ye Hu, Zhilong Zhang, Danpu Liu, Shiwen Mao:
Dynamic Graph Neural Networks for Joint Terahertz based Sensing and Communication Optimization in Vehicular Networks. WCNC 2024: 1-6 - [c72]Rui Xu, Gaolei Li, Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Jianhua Li:
Covert and Reliable Semantic Communication Against Cross-Layer Privacy Inference over Wireless Edge Networks. WCNC 2024: 1-6 - [i81]Bruno Clerckx, Yijie Mao, Zhaohui Yang, Mingzhe Chen, Ahmed Alkhateeb, Liang Liu, Min Qiu, Jinhong Yuan, Vincent W. S. Wong, Juan Montojo:
Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook. CoRR abs/2401.01433 (2024) - [i80]Yujiao Zhu, Mingzhe Chen, Sihua Wang, Ye Hu, Yuchen Liu, Changchuan Yin:
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking. CoRR abs/2401.12079 (2024) - [i79]Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang:
A Joint Communication and Computation Framework for Digital Twin over Wireless Networks. CoRR abs/2402.00381 (2024) - [i78]Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, H. Vincent Poor:
A Joint Communication and Computation Design for Probabilistic Semantic Communications. CoRR abs/2402.16328 (2024) - [i77]Hanzhi Yu, Yuchen Liu, Mingzhe Chen:
Complex-Valued Neural Network based Federated Learning for Multi-user Indoor Positioning Performance Optimization. CoRR abs/2403.00665 (2024) - [i76]Xuefei Li, Mingzhe Chen, Ye Hu, Zhilong Zhang, Danpu Liu, Shiwen Mao:
Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach. CoRR abs/2403.11102 (2024) - [i75]Zifan Zhang, Mingzhe Chen, Zhaohui Yang, Yuchen Liu:
Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning. CoRR abs/2404.14497 (2024) - [i74]Hanwen Zhang, Mingzhe Chen, Alireza Vahid, Haijian Sun:
Model-based Deep Learning for Rate Split Multiple Access in Vehicular Communications. CoRR abs/2405.01515 (2024) - [i73]Yusen Wu, Ye Hu, Mingzhe Chen, Yelena Yesha, Mérouane Debbah:
Blockchains for Internet of Things: Fundamentals, Applications, and Challenges. CoRR abs/2405.04803 (2024) - [i72]Zifan Zhang, Yuchen Liu, Zhiyuan Peng, Mingzhe Chen, Dongkuan Xu, Shuguang Cui:
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks. CoRR abs/2407.00286 (2024) - [i71]Zifan Zhang, Minghong Fang, Mingzhe Chen, Gaolei Li, Xi Lin, Yuchen Liu:
Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks. CoRR abs/2407.01917 (2024) - [i70]Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Wei Xu, Kaibin Huang:
Energy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networks. CoRR abs/2407.03776 (2024) - [i69]Weihang Ding, Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Mohammad Shikh-Bahaei:
Joint Vehicle Connection and Beamforming Optimization in Digital Twin Assisted Integrated Sensing and Communication Vehicular Networks. CoRR abs/2408.00248 (2024) - 2023
- [j55]Mingzhe Chen, Jing Wu, Feihong Luo, Jing Zhang, Miaoying Zhang, Chengjun Sun:
Adaptive Critical Region Extraction Net via relationship modeling for bone age assessment. Biomed. Signal Process. Control. 86(Part B): 105182 (2023) - [j54]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) - [j53]Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang:
Energy Efficient Semantic Communication Over Wireless Networks With Rate Splitting. IEEE J. Sel. Areas Commun. 41(5): 1484-1495 (2023) - [j52]Lunan Sun, Yang Yang, Mingzhe Chen, Caili Guo, Walid Saad, H. Vincent Poor:
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission. IEEE J. Sel. Areas Commun. 41(8): 2628-2644 (2023) - [j51]Xuefei Li, Mingzhe Chen, Yuchen Liu, Zhilong Zhang, Danpu Liu, Shiwen Mao:
Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks. IEEE J. Sel. Areas Commun. 41(12): 3893-3907 (2023) - [j50]Xiaowen Gong, Kaibin Huang, Mingzhe Chen, Carlo Fischione, Jun Zhang, Wan Choi:
Guest Editorial Special Section on Distributed Edge Learning in Wireless Networks. IEEE Open J. Commun. Soc. 4: 2729-2732 (2023) - [j49]Zhiyu Zhu, Caili Guo, Rongzhen Bao, Mingzhe Chen, Walid Saad, Yang Yang:
Positioning Using Visible Light Communications: A Perspective Arcs Approach. IEEE Trans. Wirel. Commun. 22(10): 6962-6977 (2023) - [j48]Jiacheng Yao, Zhaohui Yang, Wei Xu, Mingzhe Chen, Dusit Niyato:
GoMORE: Global Model Reuse for Resource-Constrained Wireless Federated Learning. IEEE Wirel. Commun. Lett. 12(9): 1543-1547 (2023) - [c71]Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin:
Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach. GLOBECOM 2023: 164-169 - [c70]Nuocheng Yang, Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton:
MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization. GLOBECOM 2023: 607-612 - [c69]Zeyang Hu, Tianyu Liu, Changsheng You, Zhaohui Yang, Mingzhe Chen:
Multiuser Resource Allocation for Semantic-Relay-Aided Text Transmissions. GLOBECOM (Workshops) 2023: 1273-1278 - [c68]Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin:
Trajectory Design for 3D UAV Localization in UAV Based Networks. GLOBECOM 2023: 4927-4932 - [c67]Hanzhi Yu, Mingzhe Chen, Zhaohui Yang, Yuchen Liu:
Complex Neural Networks for Indoor Positioning with Complex-Valued Channel State Information. GLOBECOM 2023: 5611-5616 - [c66]Zhizhen Li, Mingzhe Chen, Gaolei Li, Yuchen Liu:
Spatial-Temporal Attention-Based mmWave Link Quality Prediction Under Dynamic Blockages. GLOBECOM 2023: 6279-6284 - [c65]Bei Chen, Gaolei Li, Mingzhe Chen, Yuchen Liu, Xiaoyu Yi, Jianhua Li:
PBE-Plan: Periodic Backdoor Erasing Plan for Trustworthy Federated Learning. HPCC/DSS/SmartCity/DependSys 2023: 41-48 - [c64]Minrui Xu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Mingzhe Chen:
Learning-Based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing. ICC 2023: 4045-4050 - [c63]Zhiyu Zhu, Yang Yang, Mingzhe Chen, Caili Guo, Yipeng Bai:
Visible Light Positioning Based on a Single Luminaire: A Novel Visual Odometry Assisted Algorithm. ICC 2023: 4707-4712 - [c62]Xuefei Li, Mingzhe Chen, Zhilong Zhang, Danpu Liu, Yuchen Liu, Shiwen Mao:
Joint Optimization of Sensing and Communications in Vehicular Networks: A Graph Neural Network-Based Approach. ICC 2023: 5719-5724 - [c61]Yuchen Liu, Mingzhe Chen, Dongkuan Xu, Zhaohui Yang, Shangqing Zhao:
E-App: Adaptive mmWave Access Point Planning with Environmental Awareness in Wireless LANs. ICCCN 2023: 1-10 - [i68]Wenjing Zhang, Yining Wang, Mingzhe Chen, Tao Luo, Dusit Niyato:
Optimization of Image Transmission in a Cooperative Semantic Communication Networks. CoRR abs/2301.00433 (2023) - [i67]Zhaohui Yang, Mingzhe Chen, Gaolei Li, Yang Yang, Zhaoyang Zhang:
Secure Semantic Communications: Fundamentals and Challenges. CoRR abs/2301.01421 (2023) - [i66]Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang:
Energy Efficient Semantic Communication over Wireless Networks with Rate Splitting. CoRR abs/2301.01987 (2023) - [i65]Xuefei Li, Mingzhe Chen, Yuchen Liu, Zhilong Zhang, Danpu Liu, Shiwen Mao:
Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks. CoRR abs/2302.02878 (2023) - [i64]Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton:
Cross-Layer Federated Learning Optimization in MIMO Networks. CoRR abs/2302.14648 (2023) - [i63]Jiacheng Yao, Zhaohui Yang, Wei Xu, Mingzhe Chen, Dusit Niyato:
GoMORE: Global Model Reuse for Resource-Constrained Wireless Federated Learning. CoRR abs/2306.05380 (2023) - [i62]Lunan Sun, Caili Guo, Mingzhe Chen, Yang Yang:
Privacy-Aware Joint Source-Channel Coding for image transmission based on Disentangled Information Bottleneck. CoRR abs/2309.08188 (2023) - [i61]Lunan Sun, Yang Yang, Mingzhe Chen, Caili Guo:
Disentangled Information Bottleneck guided Privacy-Protective JSCC for Image Transmission. CoRR abs/2309.10263 (2023) - [i60]Licheng Lin, Mingzhe Chen, Zhaohui Yang, Yusen Wu, Yuchen Liu:
A Joint Gradient and Loss Based Clustered Federated Learning Design. CoRR abs/2311.13665 (2023) - 2022
- [j47]Suixing Wang, Chao Yang, Gang Guo, Mingzhe Chen, Jian Feng Ma:
SSAPPIDENTIFY: A robust system identifies application over Shadowsocks's traffic. Comput. Networks 203: 108659 (2022) - [j46]Henrik Hellström, José Mairton B. da Silva Jr., Mohammad Mohammadi Amiri, Mingzhe Chen, Viktoria Fodor, H. Vincent Poor, Carlo Fischione:
Wireless for Machine Learning: A Survey. Found. Trends Signal Process. 15(4): 290-399 (2022) - [j45]Rami Hamdi, Mingzhe Chen, Ahmed Ben Said, Marwa K. Qaraqe, H. Vincent Poor:
Federated Learning Over Energy Harvesting Wireless Networks. IEEE Internet Things J. 9(1): 92-103 (2022) - [j44]Yang Yang, Yujie Yang, Mingzhe Chen, Chunyan Feng, Hailun Xia, Shuguang Cui, H. Vincent Poor:
Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems. IEEE Internet Things J. 9(8): 6003-6017 (2022) - [j43]Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor:
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II. IEEE J. Sel. Areas Commun. 40(2): 445-448 (2022) - [j42]Yaru Fu, Yue Zhang, Qi Zhu, Mingzhe Chen, Tony Q. S. Quek:
Joint Content Caching, Recommendation, and Transmission Optimization for Next Generation Multiple Access Networks. IEEE J. Sel. Areas Commun. 40(5): 1600-1614 (2022) - [j41]Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui:
Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 40(9): 2598-2613 (2022) - [j40]Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor:
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. IEEE J. Sel. Top. Signal Process. 16(3): 501-515 (2022) - [j39]Zhilong Zhang, Minyin Zeng, Mingzhe Chen, Danpu Liu, Walid Saad, Shuguang Cui, H. Vincent Poor:
Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting. IEEE Trans. Commun. 70(1): 350-365 (2022) - [j38]Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei:
Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. IEEE Trans. Mob. Comput. 21(7): 2596-2609 (2022) - [j37]Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces. IEEE Trans. Wirel. Commun. 21(1): 665-679 (2022) - [j36]Lin Bai, Yang Yang, Mingzhe Chen, Chunyan Feng, Caili Guo, Walid Saad, Shuguang Cui:
Computer Vision-Based Localization With Visible Light Communications. IEEE Trans. Wirel. Commun. 21(3): 2051-2065 (2022) - [j35]Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor:
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. IEEE Trans. Wirel. Commun. 21(9): 7778-7793 (2022) - [j34]Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles. IEEE Trans. Wirel. Commun. 21(12): 10407-10423 (2022) - [c60]Sihua Wang, Mingzhe Chen, Changchuan Yin, H. Vincent Poor:
Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks. CISS 2022: 246-251 - [c59]Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad:
Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning. GLOBECOM (Workshops) 2022: 365-370 - [c58]Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. GLOBECOM 2022: 5063-5068 - [c57]Songling Zhang, Zhaohui Yang, Mingzhe Chen, Danpu Liu, Kai-Kit Wong, H. Vincent Poor:
Performance Optimization for Intelligent Reflecting Surface Assisted Multicast MIMO Networks. GLOBECOM 2022: 5838-5843 - [c56]Wenjing Zhang, Yining Wang, Mingzhe Chen, Tao Luo, Dusit Niyato:
Optimization of Image Transmission in Semantic Communication Networks. GLOBECOM 2022: 5965-5970 - [c55]Mingzhe Chen, Xi Xiao, Wanpeng Zhang, Xiaotian Gao:
Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning. ICASSP 2022: 4023-4027 - [c54]Mingzhe Chen, Yining Wang, H. Vincent Poor:
Performance Optimization for Wireless Semantic Communications over Energy Harvesting Networks. ICASSP 2022: 8647-8651 - [c53]Mingzhe Chen, Xi Xiao, Bin Zhang, Xinyu Liu, Runiu Lu:
Neural Architecture Searching for Facial Attributes-based Depression Recognition. ICPR 2022: 877-884 - [c52]Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang, Qianqian Yang:
Performance Optimization of Energy Efficient Semantic Communications over Wireless Networks. VTC Fall 2022: 1-5 - [i59]Mingzhe Chen, Xi Xiao, Bin Zhang, Xinyu Liu, Runiu Lu:
Neural Architecture Searching for Facial Attributes-based Depression Recognition. CoRR abs/2201.09799 (2022) - [i58]Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad:
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. CoRR abs/2204.07692 (2022) - [i57]Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui:
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach. CoRR abs/2208.08239 (2022) - [i56]Nima Tavangaran, Mingzhe Chen, Zhaohui Yang, Jose Mairton B. da Silva Jr., H. Vincent Poor:
On Differential Privacy for Federated Learning in Wireless Systems with Multiple Base Stations. CoRR abs/2208.11848 (2022) - [i55]Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. CoRR abs/2209.10200 (2022) - [i54]