Mingzhe Chen - RankMe

354 papers A* 4A 1B 48C 2Misc 11Journal 231Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3D UAV Localization Optimization Under Jamming Attacks: A Mixture Gaussian Distribution Based Collaborative Reinforcement Learning. IEEE Trans. Mob. Comput. Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin, Tony Q. S. Quek
2026	J	`jnl`	A Secure and Private Distributed Bayesian Federated Learning Design. CoRR Nuocheng Yang, Sihua Wang, Zhaohui Yang, Mingzhe Chen, Changchuan Yin, Kaibin Huang
2026	J	`jnl`	Achieving Resilient and Self-Adaptive Topology Configuration in 3D UAV Networks. ACM Trans. Internet Techn. Jiayuan Huang, Mingzhe Chen, Yuchen Liu
2026	J	`jnl`	Agile, Reliable and Communication-Efficient Metaverse 3D Reconstruction Via Gaussian Semantic Splatting. IEEE Trans. Mob. Comput. Rui Xu, Gaolei Li, Changze Li, Jianhua Li, Yuchen Liu, Mingzhe Chen
2026	J	`jnl`	Alkaid: Resilience to Edit Errors in Provably Secure Steganography via Distance-Constrained Encoding. CoRR Zhihan Cao, Gaolei Li, Jun Wu, Jianhua Li, Hang Zhang, Mingzhe Chen
2026	J	`jnl`	Cross-Layer Channel Sounding Optimization Toward Next-Gen Wi-Fi: From Model Driven to Data Driven. IEEE Trans. Wirel. Commun. Lyutianyang Zhang, Liu Cao, Dongyu Wei, Mingzhe Chen, Zhengchuan Chen, Shuguang Cui
2026	—	`conf`	Cross-Layer Channel Sounding Optimization Towards Next-Gen Wi-Fi. CCNC Lyutianyang Zhang, Liu Cao, Dongyu Wei, Mingzhe Chen, Zhengchuan Chen, Vanlin Sathya
2026	J	`jnl`	Energy Efficient Federated Learning with Hyperdimensional Computing (HDC). CoRR Yahao Ding, Yinchao Yang, Jiaxiang Wang, Zhonghao Liu, Zhaohui Yang, Mingzhe Chen, Mohammad Shikh-Bahaei
2026	A*	`conf`	Fair Graph Learning with Limited Sensitive Attribute Information. AAAI Zichong Wang, Jie Yang, Jun Zhuang, Puqing Jiang, Mingzhe Chen, Ye Hu, Wenbin Zhang
2026	J	`jnl`	Fundamental Limits of Quantum Semantic Communication via Sheaf Cohomology. CoRR Christo Kurisummoottil Thomas, Mingzhe Chen
2026	J	`jnl`	Model-Based Deep Learning for QoS-Aware Rate-Splitting Multiple Access Wireless Systems. IEEE Trans. Wirel. Commun. Hanwen Zhang, Mingzhe Chen, Alireza Vahid, Feng Ye, Haijian Sun
2026	J	`jnl`	Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method. IEEE Trans. Wirel. Commun. Wenjing Zhang, Ye Hu, Tao Luo, Zhilong Zhang, Mingzhe Chen
2026	J	`jnl`	Optimizing Communication and Device Clustering for Clustered Federated Learning With Differential Privacy. IEEE Trans. Mob. Comput. Dongyu Wei, Xiaoren Xu, Shiwen Mao, Mingzhe Chen
2026	J	`jnl`	Optimizing Model Splitting and Device Task Assignment for Deceptive Signal-Assisted Private Multi-Hop Split Learning. IEEE J. Sel. Areas Commun. Dongyu Wei, Xiaoren Xu, Yuchen Liu, H. Vincent Poor, Mingzhe Chen
2026	J	`jnl`	Optimizing Reinforcement Learning Training over Digital Twin Enabled Multi-fidelity Networks. CoRR Hanzhi Yu, Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury, Mingzhe Chen
2026	J	`jnl`	Resilient Vehicular Communications Under Imperfect Channel State Information. IEEE Trans. Wirel. Commun. Tingyu Shui, Walid Saad, Ye Hu, Mingzhe Chen
2026	J	`jnl`	Resource Allocation for Heterogeneous Services in Satellite-Terrestrial IoT Networks With Multi-Access Edge Computing. IEEE Trans. Wirel. Commun. Fangfang Yin, Qihong Liu, Mingzhe Chen, Ye Hu, Libiao Jin, Shufeng Li
2026	J	`jnl`	SemGuard: Toward Intrinsic Trusted Access Framework for Semantic Communication via Backdoor Regularization. IEEE Wirel. Commun. Lett. Xiao Yang, Yuanhang He, Gaolei Li, Jianhua Li, Yang Xu, Yuchen Liu, Mingzhe Chen
2026	J	`jnl`	SemanAegis: Toward Credential-Aware Semantic Communication Against Knowledge Leakage Threats. IEEE Trans. Mob. Comput. Xiao Yang, Yuni Lai, Gaolei Li, Jun Wu, Kai Zhou, Mingzhe Chen
2026	J	`jnl`	Transformer-Based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-Enabled 3D UAV Positioning. IEEE J. Sel. Areas Commun. Xiaoren Xu, Hao Xu, Dongyu Wei, Walid Saad, Mehdi Bennis, Mingzhe Chen
2026	J	`jnl`	Unified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communications. IEEE J. Sel. Areas Commun. Xuanhao Luo, Zhouyu Li, Mingzhe Chen, Ruozhou Yu, Shiwen Mao, Yuchen Liu
2026	J	`jnl`	Wi-Fi 8 Coordinated Beamforming: A Cross-Layer Approach Toward Optimized Access Point Cluster Formation. IEEE Trans. Wirel. Commun. Lyutianyang Zhang, Liu Cao, Zhengchuan Chen, Dongyu Wei, Mingzhe Chen, Vanlin Sathya, Shiwen Mao
2026	J	`jnl`	Wireless Federated Multi-Task LLM Fine-Tuning via Sparse-and-Orthogonal LoRA. CoRR Nuocheng Yang, Sihua Wang, Ouwen Huan, Mingzhe Chen, Tony Q. S. Quek, Changchuan Yin
2025	—	`conf`	A Resilience Perspective on C-V2X Communication Networks Under Imperfect CSI. ICC Tingyu Shui, Walid Saad, Mingzhe Chen
2025	J	`jnl`	A Survey on Indoor Visible Light Positioning Systems: Fundamentals, Applications, and Challenges. IEEE Commun. Surv. Tutorials Zhiyu Zhu, Yang Yang, Mingzhe Chen, Caili Guo, Julian Cheng, Shuguang Cui
2025	—	`conf`	Adaptive Traffic Steering in Open RAN: Integrating Rule-Based Policies with Reinforcement Learning. INFOCOM WKSHPS Utkarsh Sharma, Hua Wei, Mingzhe Chen, Jie Xu, Yuchen Liu
2025	J	`jnl`	Agentic AI for Low-Altitude Semantic Wireless Networks: An Energy Efficient Design. CoRR Zhouxiang Zhao, Ran Yi, Yihan Cang, Boyang Jin, Zhaohui Yang, Mingzhe Chen, Chongwen Huang, Zhaoyang Zhang
2025	J	`jnl`	Analysis and Detection of RIS-based Spoofing in Integrated Sensing and Communication (ISAC). CoRR Tingyu Shui, Po-Heng Chou, Walid Saad, Mingzhe Chen
2025	J	`jnl`	Anti-traceable backdoor: Blaming malicious poisoning on innocents in non-IID federated learning. J. Inf. Secur. Appl. Bei Chen, Gaolei Li, Haochen Mei, Jianhua Li, Mingzhe Chen, Mérouane Debbah
2025	—	`conf`	BFMLoc: Transformer-Based Indoor Positioning Leveraging Beamforming Feedback Matrices. ICC Zhizhen Li, Xuanhao Luo, Mingzhe Chen, Chenhan Xu, Yuchen Liu
2025	B	`conf`	Bridging Data and Knowledge: A Neurosymbolic Framework for Reliable Network Analysis. GLOBECOM Zhijin Yang, Yuheng Zhu, Mingzhe Chen, Yuchen Liu
2025	B	`conf`	Communication-Efficient Distributed Learning in Massive IoT: A Graph-Based Perspective. WCNC Lindong Zhao, Jingyue Tang, Mingzhe Chen, Liang Zhou, Weihua Zhuang
2025	J	`jnl`	Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks. IEEE J. Sel. Areas Commun. Zhizhen Li, Xuanhao Luo, Mingzhe Chen, Chenhan Xu, Shiwen Mao, Yuchen Liu
2025	J	`jnl`	Continual Reinforcement Learning for Digital Twin Synchronization Optimization. CoRR Haonan Tong, Mingzhe Chen, Jun Zhao, Ye Hu, Zhaohui Yang, Yuchen Liu, Changchuan Yin
2025	J	`jnl`	Continual Reinforcement Learning for Digital Twin Synchronization Optimization. IEEE Trans. Mob. Comput. Haonan Tong, Mingzhe Chen, Jun Zhao, Ye Hu, Zhaohui Yang, Yuchen Liu, Changchuan Yin
2025	J	`jnl`	Contrastive Language-Image Pre-Training Model based Semantic Communication Performance Optimization. CoRR Shaoran Yang, Dongyu Wei, Hanzhi Yu, Zhaohui Yang, Yuchen Liu, Mingzhe Chen
2025	B	`conf`	Contrastive Language-Image Pre-Training Model-based Semantic Communication Performance Optimization. GLOBECOM Shaoran Yang, Dongyu Wei, Hanzhi Yu, Zhaohui Yang, Yuchen Liu, Mingzhe Chen
2025	J	`jnl`	Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks. CoRR Xuanhao Luo, Zhizhen Li, Zhiyuan Peng, Mingzhe Chen, Yuchen Liu
2025	J	`jnl`	Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks. IEEE Trans. Cogn. Commun. Netw. Xuanhao Luo, Zhizhen Li, Zhiyuan Peng, Mingzhe Chen, Yuchen Liu
2025	B	`conf`	Energy Efficient Fluid Antenna Relay (FAR)-Assisted Wireless Networks. GLOBECOM Ruopeng Xu, Mingzhe Chen, Zhaohui Yang, Zhaoyang Zhang, Kai-Kit Wong, Chan-Byoung Chae, H. Vincent Poor
2025	B	`conf`	Energy Efficient Probabilistic Semantic Communication over Visible Light Networks. GLOBECOM Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Ye Hu, Chen Zhu, Zhaoyang Zhang
2025	J	`jnl`	Energy-Efficient Probabilistic Semantic Communication Over Space-Air-Ground Integrated Networks. IEEE Trans. Wirel. Commun. Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Chen Zhu, Wei Xu, Zhaoyang Zhang, Kaibin Huang
2025	—	`conf`	Fair Rate Maximization for Fluid Antenna Relay (FAR)-assisted Multi-user MISO Communications. ICC Workshops Ruopeng Xu, Zhaohui Yang, Ting Zhang, Mingzhe Chen, Chen Zhu, Zhaoyang Zhang
2025	—	`conf`	Fluid Antenna System (FAS)-Assisted 3D UAV Positioning Performance Optimization. ICC Xiaoren Xu, Hao Xu, Hanzhi Yu, Yuchen Liu, Mingzhe Chen
2025	J	`jnl`	From Turbulence to Tranquility: AI-Driven Low-Altitude Network. CoRR Kürsat Tekbiyik, Amir Hossein Fahim Raouf, Ismail Güvenç, Mingzhe Chen, Gunes Karabulut-Kurt, Antoine Lesage-Landry
2025	J	`jnl`	Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks. IEEE Trans. Cogn. Commun. Netw. Jiaxiang Wang, Yinchao Yang, Zhaohui Yang, Chongwen Huang, Mingzhe Chen, Zhaoyang Zhang, Mohammad Shikh-Bahaei
2025	J	`jnl`	Generative Artificial Intelligence Models for Emerging Communication Systems: Fundamentals and Challenges. IEEE Commun. Mag. Zhiyuan Peng, Yuchen Liu, Gaolei Li, Zhaohui Yang, Mingzhe Chen, Dongkuan Xu, Xingqin Lin
2025	J	`jnl`	Graph Neural Networks for the Optimization of Collaborative Federated Learning Energy Efficiency. IEEE Trans. Mob. Comput. Nuocheng Yang, Sihua Wang, Yuchen Liu, Christopher G. Brinton, Changchuan Yin, Mingzhe Chen
2025	J	`jnl`	Hybrid Reinforcement Learning-based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing. CoRR Minrui Xu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Mingzhe Chen, Dong In Kim, Xuemin Shen
2025	J	`jnl`	Indirect-Communication Federated Learning via Mobile Transporters. IEEE Trans. Mob. Comput. Jieming Bian, Cong Shen, Mingzhe Chen, Jie Xu
2025	J	`jnl`	Joint Beamforming and Antenna Design for Near-Field Fluid Antenna System. IEEE Wirel. Commun. Lett. Yixuan Chen, Mingzhe Chen, Hao Xu, Zhaohui Yang, Kai-Kit Wong, Zhaoyang Zhang
2025	—	`conf`	Joint Optimization of Communication and Device Clustering for Secure Clustered Federated Learning. ICC Dongyu Wei, Hanzhi Yu, Yuchen Liu, Shiwen Mao, Mingzhe Chen
2025	Misc	`conf`	Joint Optimization of Model Splitting and Device Task Assignment for Private Multi-hop Split Learning. CISS Dongyu Wei, Qianqian Zhang, Yuchen Liu, Mingzhe Chen
2025	B	`conf`	Joint Trajectory and Antenna Port Selection Optimization for Fluid Antenna System-enabled Resilient UAV Networks. GLOBECOM Xiaoren Xu, Dongyu Wei, Ye Hu, Zhao-Hui Yang, Mingzhe Chen
2025	J	`jnl`	Lightweight Task-Oriented Semantic Communication Empowered by Large-Scale AI Models. CoRR Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, Tony Q. S. Quek
2025	J	`jnl`	Lightweight Task-Oriented Semantic Communication Empowered by Large-Scale AI Models. IEEE Trans. Veh. Technol. Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, Tony Q. S. Quek
2025	—	`conf`	Model-Based Deep Learning for Wireless Resource Allocation in RSMA Communications Systems. ICC Hanwen Zhang, Mingzhe Chen, Alireza Vahid, Feng Ye, Haijian Sun
2025	J	`jnl`	Multi-Modal Data-Based Semi-Supervised Learning for Vehicle Positioning. IEEE Trans. Commun. Ouwen Huan, Yang Yang, Tao Luo, Mingzhe Chen
2025	J	`jnl`	Multi-Modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning. IEEE Trans. Mob. Comput. Ouwen Huan, Tao Luo, Mingzhe Chen
2025	J	`jnl`	On Secrecy Capacity of Binary Beampointing Channels with Block Memory and Feedback. CoRR Siyao Li, Mingzhe Chen, Shuangyang Li, Giuseppe Caire
2025	A	`conf`	On Transferring, Merging, and Splitting Task-Oriented Network Digital Twins. MSWiM Zifan Zhang, Minghong Fang, Mingzhe Chen, Yuchen Liu
2025	J	`jnl`	On Transferring, Merging, and Splitting Task-Oriented Network Digital Twins. CoRR Zifan Zhang, Minghong Fang, Mingzhe Chen, Yuchen Liu
2025	J	`jnl`	Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method. CoRR Wenjing Zhang, Ye Hu, Tao Luo, Zhilong Zhang, Mingzhe Chen
2025	J	`jnl`	Optimizing Communication and Device Clustering for Clustered Federated Learning with Differential Privacy. CoRR Dongyu Wei, Xiaoren Xu, Shiwen Mao, Mingzhe Chen
2025	J	`jnl`	Optimizing Model Splitting and Device Task Assignment for Deceptive Signal Assisted Private Multi-hop Split Learning. CoRR Dongyu Wei, Xiaoren Xu, Yuchen Liu, H. Vincent Poor, Mingzhe Chen
2025	B	`conf`	Optimizing Training of Policies on Hierarchical Multi-fidelity Environments. GLOBECOM Hanzhi Yu, Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury, Mingzhe Chen
2025	J	`jnl`	Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks. CoRR Hanzhi Yu, Yuchen Liu, Zhaohui Yang, Haijian Sun, Mingzhe Chen
2025	J	`jnl`	Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks. IEEE Internet Things J. Hanzhi Yu, Yuchen Liu, Zhaohui Yang, Haijian Sun, Mingzhe Chen
2025	J	`jnl`	Passive Inter-Satellite Localization Accuracy Optimization in Low Earth Orbit Satellite Networks. IEEE Trans. Wirel. Commun. Yujiao Zhu, Mingzhe Chen, Sihua Wang, Ye Hu, Yuchen Liu, Changchuan Yin, Tony Q. S. Quek
2025	J	`jnl`	Performance Optimization of Semantic Communications With Heterogeneous Knowledge: An Adversarial Reinforcement Learning Approach. IEEE Trans. Commun. Jiantong Zhang, Yujiao Zhu, Tao Luo, Zhilong Zhang, Ye Hu, Mingzhe Chen
2025	—	`book`	Positioning and Sensing Over Wireless Networks Yang Yang, Mingzhe Chen, Fan Liu, Shiwen Mao
2025	—	`conf`	Privacy Preserving Semantic Communications Using Vision Language Models: A Segmentation and Generation Approach. MILCOM Haoran Chang, Mingzhe Chen, Huaxia Wang, Qianqian Zhang
2025	J	`jnl`	RIS-Assisted Localization: A Novel Conditional Sample Mean Approach without CSI. CoRR Jiawei Yao, Yijie Mao, Mingzhe Chen
2025	B	`conf`	Recurrent Reinforcement Learning with Dense Reward for Covert Semantic Communication Performance Optimization. GLOBECOM Wenjing Zhang, Ye Hu, Tao Luo, Zhilong Zhang, Mingzhe Chen
2025	J	`jnl`	Resilient Vehicular Communications under Imperfect Channel State Information. CoRR Tingyu Shui, Walid Saad, Ye Hu, Mingzhe Chen
2025	J	`jnl`	Saccade and purify: Task adapted multi-view feature calibration network for few shot learning. Neural Networks Jing Zhang, Yunzuo Hu, Xinzhou Zhang, Mingzhe Chen, Zhe Wang
2025	—	`conf`	Semantic Feature Multiple Access (SFMA) Over Wireless Networks. INFOCOM WKSHPS Jiaxiang Wang, Zhaohui Yang, Chongwen Huang, Zhaoyang Zhang, Mohammad Shikh-Bahaei, Mingzhe Chen
2025	B	`conf`	Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC). GLOBECOM Tingyu Shui, Walid Saad, Mingzhe Chen
2025	J	`jnl`	Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC). CoRR Tingyu Shui, Walid Saad, Mingzhe Chen
2025	B	`conf`	SflLLM: Efficient Split Federated Learning for Large Language Model over Wireless Networks. GLOBECOM Kai Zhao, Chen Zhu, Mingzhe Chen, Chongwen Huang, Zhaohui Yang, Zhaoxiang Zhang
2025	J	`jnl`	Silent Penetrator: Breaching Cross-Domain Federated Fine-Tuning via Feature Shift-Induced Backdoor. IEEE Trans. Inf. Forensics Secur. Wenkai Huang, Gaolei Li, Mingzhe Chen, Jianhua Li, Haojin Zhu
2025	J	`jnl`	Toward Covert and Reliable Communication for Anti-Eavesdropping Transmission in V2X Networks. IEEE Trans. Wirel. Commun. Rui Xu, Gaolei Li, Jun Wu, Jianhua Li, Yue Zhao, Yuchen Liu, Mingzhe Chen
2025	J	`jnl`	Transformer based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-enabled 3D UAV Positioning. CoRR Xiaoren Xu, Hao Xu, Dongyu Wei, Walid Saad, Mehdi Bennis, Mingzhe Chen
2025	—	`conf`	Transforming Network Intrusion Detection Using Large Language Models. CCNC Dongming Wu, Zhiyuan Peng, Mingzhe Chen, Yuchen Liu
2024	J	`jnl`	A Joint Communication and Computation Design for Probabilistic Semantic Communications. CoRR Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, H. Vincent Poor
2024	J	`jnl`	A Joint Communication and Computation Design for Probabilistic Semantic Communications. Entropy Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, H. Vincent Poor
2024	J	`jnl`	A Joint Communication and Computation Framework for Digital Twin Over Wireless Networks. IEEE J. Sel. Top. Signal Process. Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang
2024	J	`jnl`	A Joint Communication and Computation Framework for Digital Twin over Wireless Networks. CoRR Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang
2024	—	`conf`	A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy. VTC Fall Licheng Lin, Zhaohui Yang, Qianqian Yang, Mingzhe Chen
2024	B	`conf`	A Joint Gradient and Loss Based Clustered Federated Learning Design. GLOBECOM Licheng Lin, Zhaohui Yang, Yusen Wu, Yuchen Liu, Mingzhe Chen
2024	J	`jnl`	A Novel Quantization and Model Compression Approach for Hardware Accelerators in Edge Computing. Comput. Mater. Continua Fangzhou He, Ke Ding, Dingjiang Yan, Jie Li, Jiajun Wang, Mingzhe Chen
2024	—	`conf`	A Privacy Preserving and Byzantine Robust Collaborative Federated Learning Method Design. ICC Nuocheng Yang, Sihua Wang, Mingzhe Chen, Changchuan Yin, Christopher G. Brinton
2024	J	`jnl`	A Resilience Perspective on C-V2X Communication Networks under Imperfect CSI. CoRR Tingyu Shui, Walid Saad, Mingzhe Chen
2024	—	`conf`	A Semi-Supervised Learning Method for Multi-Modal Data Vehicle Positioning. GLOBECOM (Workshops) Ouwen Huan, Mingzhe Chen, Yang Yang, Tao Luo
2024	J	`jnl`	BMPCN: A Bigraph Mutual Prototype Calibration Net for few-shot classification. Pattern Recognit. Jing Zhang, Mingzhe Chen, Yunzuo Hu, Xinzhou Zhang, Zhe Wang
2024	J	`jnl`	Beamforming Design for the Performance Optimization of Intelligent Reflecting Surface Assisted Multicast MIMO Networks. IEEE Trans. Wirel. Commun. Songling Zhang, Zhaohui Yang, Mingzhe Chen, Danpu Liu, Kai-Kit Wong, H. Vincent Poor
2024	J	`jnl`	Blockchains for Internet of Things: Fundamentals, Applications, and Challenges. CoRR Yusen Wu, Ye Hu, Mingzhe Chen, Yelena Yesha, Mérouane Debbah
2024	J	`jnl`	Blockchains for Internet of Things: Fundamentals, Applications, and Challenges. IEEE Netw. Yusen Wu, Ye Hu, Mingzhe Chen, Yelena Yesha, Mérouane Debbah
2024	J	`jnl`	CPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learning. IEEE Trans. Mob. Comput. Ran Zhang, Fangqi Liu, Jiang Liu, Mingzhe Chen, Qinqin Tang, Tao Huang, F. Richard Yu
2024	J	`jnl`	Channel Characterization and Modeling for VLC-IoE Applications in 6G: A Survey. IEEE Internet Things J. Pan Tang, Yue Yin, Yu Tong, Shuo Liu, Linchao Li, Tao Jiang, Qixing Wang, Mingzhe Chen
2024	J	`jnl`	Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking. CoRR Yujiao Zhu, Mingzhe Chen, Sihua Wang, Ye Hu, Yuchen Liu, Changchuan Yin
2024	J	`jnl`	Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking. IEEE Trans. Mob. Comput. Yujiao Zhu, Mingzhe Chen, Sihua Wang, Ye Hu, Yuchen Liu, Changchuan Yin
2024	—	`book`	Communication Efficient Federated Learning for Wireless Networks Mingzhe Chen, Shuguang Cui
2024	J	`jnl`	Complex-Valued Neural Network based Federated Learning for Multi-user Indoor Positioning Performance Optimization. CoRR Hanzhi Yu, Yuchen Liu, Mingzhe Chen
2024	J	`jnl`	Complex-Valued Neural-Network-Based Federated Learning for Multiuser Indoor Positioning Performance Optimization. IEEE Internet Things J. Hanzhi Yu, Yuchen Liu, Mingzhe Chen
2024	—	`conf`	Context-Aware Beam Management via Online Probing in Combinatorial Multi-Armed Bandits. ICC Zhizhen Li, Xuanhao Luo, Mingzhe Chen, Chenhan Xu, Yuchen Liu
2024	J	`jnl`	Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks. CoRR Zhizhen Li, Xuanhao Luo, Mingzhe Chen, Chenhan Xu, Shiwen Mao, Yuchen Liu
2024	B	`conf`	Covert and Reliable Semantic Communication Against Cross-Layer Privacy Inference over Wireless Edge Networks. WCNC Rui Xu, Gaolei Li, Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Jianhua Li
2024	A*	`conf`	Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering. AAAI Jing Zhang, Xiaoqiang Liu, Mingzhe Chen, Zhe Wang
2024	J	`jnl`	Digital Network Twins for Next-generation Wireless: Creation, Optimization, and Challenges. CoRR Yuchen Liu, Zhiyuan Peng, Zifan Zhang, Hanzhi Yu, Mingzhe Chen
2024	J	`jnl`	Digital Over-the-Air Federated Learning in Multi-Antenna Systems. IEEE Trans. Wirel. Commun. Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton
2024	J	`jnl`	Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks. CoRR Zifan Zhang, Yuchen Liu, Zhiyuan Peng, Mingzhe Chen, Dongkuan Xu, Shuguang Cui
2024	J	`jnl`	Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks. IEEE J. Sel. Areas Commun. Zifan Zhang, Yuchen Liu, Zhiyuan Peng, Mingzhe Chen, Dongkuan Xu, Shuguang Cui
2024	J	`jnl`	Disentangled Information Bottleneck Guided Privacy-Protective Joint Source and Channel Coding for Image Transmission. IEEE Trans. Commun. Lunan Sun, Yang Yang, Mingzhe Chen, Caili Guo
2024	B	`conf`	Dynamic Graph Neural Networks for Joint Terahertz based Sensing and Communication Optimization in Vehicular Networks. WCNC Xuefei Li, Mingzhe Chen, Ye Hu, Zhilong Zhang, Danpu Liu, Shiwen Mao
2024	B	`conf`	Energy Efficient Probabilistic Semantic Communication over SAGIN. GLOBECOM Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Xu Gan, Chongwen Huang, Wei Xu, Zhaoyang Zhang
2024	J	`jnl`	Energy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networks. CoRR Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Wei Xu, Kaibin Huang
2024	J	`jnl`	FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. IEEE Trans. Wirel. Commun. Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad
2024	—	`conf`	GemNet: Analysis and Prediction of Building Materials for Optimizing Indoor Wireless Networks. ICC Zhijin Yang, Zhizhen Li, Yi Wang, Jianqing Liu, Mingzhe Chen, Yuchen Liu
2024	J	`jnl`	Guest Editorial Positioning and Sensing Over Wireless Networks - Part I. IEEE J. Sel. Areas Commun. Yang Yang, Mingzhe Chen, Yufei W. Blankenship, Jemin Lee, Zabih Ghassemlooy, Julian Cheng, Shiwen Mao
2024	J	`jnl`	Guest Editorial Positioning and Sensing Over Wireless Networks - Part II. IEEE J. Sel. Areas Commun. Yang Yang, Mingzhe Chen, Yufei W. Blankenship, Jemin Lee, Zabih Ghassemlooy, Julian Cheng, Shiwen Mao
2024	J	`jnl`	Guest Editorial Special Issue on Edge Learning in B5G IoT Systems. IEEE Internet Things J. Zhaohui Yang, Mingzhe Chen, Christopher G. Brinton, Petar Popovski, Anna Scaglione
2024	B	`conf`	Joint Communication and Synchronization Performance Optimization in Digital Twin Enabled Networks. GLOBECOM Hanzhi Yu, Yuchen Liu, Mingzhe Chen
2024	J	`jnl`	Joint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networks. IEEE Trans. Commun. Yihan Cang, Ming Chen, Yijin Pan, Zhaohui Yang, Ye Hu, Haijian Sun, Mingzhe Chen
2024	J	`jnl`	Joint Vehicle Connection and Beamforming Optimization in Digital Twin Assisted Integrated Sensing and Communication Vehicular Networks. CoRR Weihang Ding, Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Mohammad Shikh-Bahaei
2024	J	`jnl`	Joint Vehicle Connection and Beamforming Optimiziation in Digital-Twin-Assisted Integrated Sensing and Communication Vehicular Networks. IEEE Internet Things J. Weihang Ding, Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Mohammad Shikh-Bahaei
2024	J	`jnl`	Jointly Optimizing Terahertz Based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach. IEEE Trans. Wirel. Commun. Xuefei Li, Mingzhe Chen, Ye Hu, Zhilong Zhang, Danpu Liu, Shiwen Mao
2024	J	`jnl`	Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach. CoRR Xuefei Li, Mingzhe Chen, Ye Hu, Zhilong Zhang, Danpu Liu, Shiwen Mao
2024	B	`conf`	Large Scale Model Enabled Semantic Communications Based on Robust Knowledge Distillation. GLOBECOM Kuiyuan Ding, Fangfang Liu, Yang Yang, Mingzhe Chen, Caili Guo
2024	—	`conf`	Leveraging Neural Radiance Field and Semantic Communication for Robust 3D Reconstruction. VTC Fall Rui Xu, Gaolei Li, Xi Lin, Yuchen Liu, Mingzhe Chen, Jianhua Li
2024	J	`jnl`	Map-Driven mmWave Link Quality Prediction With Spatial-Temporal Mobility Awareness. IEEE Trans. Mob. Comput. Zhizhen Li, Mingzhe Chen, Gaolei Li, Xi Lin, Yuchen Liu
2024	B	`conf`	Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning. IFIP Networking Zifan Zhang, Mingzhe Chen, Zhaohui Yang, Yuchen Liu
2024	J	`jnl`	Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning. CoRR Zifan Zhang, Mingzhe Chen, Zhaohui Yang, Yuchen Liu
2024	B	`conf`	Mixture Gaussian Distribution-Based Collaborative Reinforcement Learning for 3D UAV Localization Optimization Against Jamming Attacks. GLOBECOM Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Gaolei Li, Changchuan Yin, Tony Q. S. Quek
2024	J	`jnl`	Model-based Deep Learning for QoS-Aware Rate-Splitting Multiple Access Wireless Systems. CoRR Hanwen Zhang, Mingzhe Chen, Alireza Vahid, Feng Ye, Haijian Sun
2024	J	`jnl`	Model-based Deep Learning for Rate Split Multiple Access in Vehicular Communications. CoRR Hanwen Zhang, Mingzhe Chen, Alireza Vahid, Haijian Sun
2024	—	`conf`	Multi-User Probabilistic Semantic Communication with Semantic Compression Ratio Optimization. ICC Workshops Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Changsheng You, Qianqian Yang, Wei Xu, Zhaoyang Zhang
2024	J	`jnl`	Multi-modal Data based Semi-Supervised Learning for Vehicle Positioning. CoRR Ouwen Huan, Yang Yang, Tao Luo, Mingzhe Chen
2024	J	`jnl`	Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning. CoRR Ouwen Huan, Tao Luo, Mingzhe Chen
2024	J	`jnl`	Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook. CoRR Bruno Clerckx, Yijie Mao, Zhaohui Yang, Mingzhe Chen, Ahmed Alkhateeb, Liang Liu, Min Qiu, Jinhong Yuan, Vincent W. S. Wong, Juan Montojo
2024	J	`jnl`	Multiple Access Techniques for Intelligent and Multifunctional 6G: Tutorial, Survey, and Outlook. Proc. IEEE Bruno Clerckx, Yijie Mao, Zhaohui Yang, Mingzhe Chen, Ahmed Alkhateeb, Liang Liu, Min Qiu, Jinhong Yuan, Vincent W. S. Wong, Juan Montojo
2024	A*	`conf`	OSNeRF: On-demand Semantic Neural Radiance Fields for Fast and Robust 3D Object Reconstruction. ACM Multimedia Rui Xu, Gaolei Li, Changze Li, Zhaohui Yang, Yuchen Liu, Mingzhe Chen
2024	J	`jnl`	On differential privacy for federated learning in wireless systems with multiple base stations. IET Commun. Nima Tavangaran, Mingzhe Chen, Zhaohui Yang, Jose Mairton B. da Silva Jr., H. Vincent Poor
2024	J	`jnl`	Optimization of Image Transmission in Cooperative Semantic Communication Networks. IEEE Trans. Wirel. Commun. Wenjing Zhang, Yining Wang, Mingzhe Chen, Tao Luo, Dusit Niyato
2024	Misc	`conf`	Optimizing Synchronization Delay for Digital Twin over Wireless Networks. ICASSP Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang
2024	—	`conf`	Optimizing Vehicle Positioning via Multi-Model Image and Radio Frequency Fusion. ICC Ouwen Huan, Mingzhe Chen, Tao Luo
2024	—	`conf`	Performance Optimization for Multicast Mm Wave MIMO Networks with Mobile Users. ICC Workshops Songling Zhang, Mingzhe Chen, Wenjing Zhang, Zhaohui Yang, Danpu Liu, Zhilong Zhang, Kai-Kit Wong
2024	J	`jnl`	Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui
2024	B	`conf`	Performance Optimization for Vehicular Cooperative Sensing: A Graph Attention Based Reinforcement Learning Approach. GLOBECOM Xuefei Li, Mingzhe Chen, Danpu Liu, Zhilong Zhang, Tony Q. S. Quek
2024	—	`conf`	Performance Optimization of Semantic Communications for Users with Heterogeneous Knowledge. ICC Jiantong Zhang, Mingzhe Chen, Yujiao Zhu, H. Shihao, Tao Luo, Zhilong Zhang
2024	J	`jnl`	Positioning Using Wireless Networks: Applications, Recent Progress, and Future Challenges. IEEE J. Sel. Areas Commun. Yang Yang, Mingzhe Chen, Yufei W. Blankenship, Jemin Lee, Zabih Ghassemlooy, Julian Cheng, Shiwen Mao
2024	Misc	`conf`	Privacy-Aware Joint Source-Channel Coding For Image Transmission Based On Disentangled Information Bottleneck. ICASSP Lunan Sun, Caili Guo, Mingzhe Chen, Yang Yang
2024	—	`conf`	Resource Allocation for Semantic Relay Aided Wireless Networks with Probability Graph. ICC Jiahui Zhao, Ming Chen, Zhaohui Yang, Changsheng You, Mingzhe Chen
2024	J	`jnl`	Secure Semantic Communications: Fundamentals and Challenges. IEEE Netw. Zhaohui Yang, Mingzhe Chen, Gaolei Li, Yang Yang, Zhaoyang Zhang
2024	J	`jnl`	Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks. CoRR Zifan Zhang, Minghong Fang, Mingzhe Chen, Gaolei Li, Xi Lin, Yuchen Liu
2024	J	`jnl`	Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks. IEEE Internet Things J. Zifan Zhang, Minghong Fang, Mingzhe Chen, Gaolei Li, Xi Lin, Yuchen Liu
2024	—	`conf`	Spectral Efficiency Maximization for Probabilistic Semantic Communication with Rate Splitting. VTC Spring Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Xu Gan, Chongwen Huang, Yao Sun, Qianqian Yang, Wei Xu, Zhaoyang Zhang
2024	J	`jnl`	The Interplay Between Generative AI and 5G-Advanced Toward 6G. IEEE Netw. Xingqin Lin, Mingzhe Chen, Taesang Yoo, Yue Wang, Lina Bariah, Nguyen Hoang Tran, Kaibin Huang
2024	J	`jnl`	Visible Light Positioning With Visual Odometry: A Single Luminaire Based Positioning Algorithm. IEEE Trans. Commun. Zhiyu Zhu, Yang Yang, Mingzhe Chen, Caili Guo, Jiangyi Hao, Shuguang Cui
2023	J	`jnl`	A Joint Gradient and Loss Based Clustered Federated Learning Design. CoRR Licheng Lin, Mingzhe Chen, Zhaohui Yang, Yusen Wu, Yuchen Liu
2023	J	`jnl`	Adaptive Critical Region Extraction Net via relationship modeling for bone age assessment. Biomed. Signal Process. Control. Mingzhe Chen, Jing Wu, Feihong Luo, Jing Zhang, Miaoying Zhang, Chengjun Sun
2023	J	`jnl`	Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission. IEEE J. Sel. Areas Commun. Lunan Sun, Yang Yang, Mingzhe Chen, Caili Guo, Walid Saad, H. Vincent Poor
2023	B	`conf`	Complex Neural Networks for Indoor Positioning with Complex-Valued Channel State Information. GLOBECOM Hanzhi Yu, Mingzhe Chen, Zhaohui Yang, Yuchen Liu
2023	J	`jnl`	Cross-Layer Federated Learning Optimization in MIMO Networks. CoRR Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton
2023	J	`jnl`	Disentangled Information Bottleneck guided Privacy-Protective JSCC for Image Transmission. CoRR Lunan Sun, Yang Yang, Mingzhe Chen, Caili Guo
2023	B	`conf`	E-App: Adaptive mmWave Access Point Planning with Environmental Awareness in Wireless LANs. ICCCN Yuchen Liu, Mingzhe Chen, Dongkuan Xu, Zhaohui Yang, Shangqing Zhao
2023	B	`conf`	Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach. GLOBECOM Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin
2023	J	`jnl`	Energy Efficient Semantic Communication Over Wireless Networks With Rate Splitting. IEEE J. Sel. Areas Commun. Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang
2023	J	`jnl`	Energy Efficient Semantic Communication over Wireless Networks with Rate Splitting. CoRR Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang
2023	J	`jnl`	GoMORE: Global Model Reuse for Resource-Constrained Wireless Federated Learning. CoRR Jiacheng Yao, Zhaohui Yang, Wei Xu, Mingzhe Chen, Dusit Niyato
2023	J	`jnl`	GoMORE: Global Model Reuse for Resource-Constrained Wireless Federated Learning. IEEE Wirel. Commun. Lett. Jiacheng Yao, Zhaohui Yang, Wei Xu, Mingzhe Chen, Dusit Niyato
2023	J	`jnl`	Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks. CoRR Xuefei Li, Mingzhe Chen, Yuchen Liu, Zhilong Zhang, Danpu Liu, Shiwen Mao
2023	J	`jnl`	Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks. IEEE J. Sel. Areas Commun. Xuefei Li, Mingzhe Chen, Yuchen Liu, Zhilong Zhang, Danpu Liu, Shiwen Mao
2023	J	`jnl`	Guest Editorial Special Section on Distributed Edge Learning in Wireless Networks. IEEE Open J. Commun. Soc. Xiaowen Gong, Kaibin Huang, Mingzhe Chen, Carlo Fischione, Jun Zhang, Wan Choi
2023	—	`conf`	Joint Optimization of Sensing and Communications in Vehicular Networks: A Graph Neural Network-Based Approach. ICC Xuefei Li, Mingzhe Chen, Zhilong Zhang, Danpu Liu, Yuchen Liu, Shiwen Mao
2023	—	`conf`	Learning-Based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing. ICC Minrui Xu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Mingzhe Chen
2023	B	`conf`	MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization. GLOBECOM Nuocheng Yang, Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton
2023	—	`conf`	Multiuser Resource Allocation for Semantic-Relay-Aided Text Transmissions. GLOBECOM (Workshops) Zeyang Hu, Tianyu Liu, Changsheng You, Zhaohui Yang, Mingzhe Chen
2023	J	`jnl`	Optimization of Image Transmission in a Cooperative Semantic Communication Networks. CoRR Wenjing Zhang, Yining Wang, Mingzhe Chen, Tao Luo, Dusit Niyato
2023	—	`conf`	PBE-Plan: Periodic Backdoor Erasing Plan for Trustworthy Federated Learning. HPCC/DSS/SmartCity/DependSys Bei Chen, Gaolei Li, Mingzhe Chen, Yuchen Liu, Xiaoyu Yi, Jianhua Li
2023	J	`jnl`	Positioning Using Visible Light Communications: A Perspective Arcs Approach. IEEE Trans. Wirel. Commun. Zhiyu Zhu, Caili Guo, Rongzhen Bao, Mingzhe Chen, Walid Saad, Yang Yang
2023	J	`jnl`	Privacy-Aware Joint Source-Channel Coding for image transmission based on Disentangled Information Bottleneck. CoRR Lunan Sun, Caili Guo, Mingzhe Chen, Yang Yang
2023	J	`jnl`	Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G. Sci. China Inf. Sci. Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Yan-Ping Zhang
2023	J	`jnl`	Secure Semantic Communications: Fundamentals and Challenges. CoRR Zhaohui Yang, Mingzhe Chen, Gaolei Li, Yang Yang, Zhaoyang Zhang
2023	B	`conf`	Spatial-Temporal Attention-Based mmWave Link Quality Prediction Under Dynamic Blockages. GLOBECOM Zhizhen Li, Mingzhe Chen, Gaolei Li, Yuchen Liu
2023	B	`conf`	Trajectory Design for 3D UAV Localization in UAV Based Networks. GLOBECOM Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin
2023	—	`conf`	Visible Light Positioning Based on a Single Luminaire: A Novel Visual Odometry Assisted Algorithm. ICC Zhiyu Zhu, Yang Yang, Mingzhe Chen, Caili Guo, Yipeng Bai
2022	J	`jnl`	Computer Vision-Based Localization With Visible Light Communications. IEEE Trans. Wirel. Commun. Lin Bai, Yang Yang, Mingzhe Chen, Chunyan Feng, Caili Guo, Walid Saad, Shuguang Cui
2022	Misc	`conf`	Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks. CISS Sihua Wang, Mingzhe Chen, Changchuan Yin, H. Vincent Poor
2022	J	`jnl`	Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. IEEE J. Sel. Top. Signal Process. Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor
2022	Misc	`conf`	Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning. ICASSP Mingzhe Chen, Xi Xiao, Wanpeng Zhang, Xiaotian Gao
2022	J	`jnl`	Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces. IEEE Trans. Wirel. Commun. Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui
2022	J	`jnl`	FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. CoRR Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad
2022	J	`jnl`	Federated Learning Over Energy Harvesting Wireless Networks. IEEE Internet Things J. Rami Hamdi, Mingzhe Chen, Ahmed Ben Said, Marwa K. Qaraqe, H. Vincent Poor
2022	J	`jnl`	Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles. IEEE Trans. Wirel. Commun. Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2022	J	`jnl`	Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II. IEEE J. Sel. Areas Commun. Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2022	J	`jnl`	Joint Content Caching, Recommendation, and Transmission Optimization for Next Generation Multiple Access Networks. IEEE J. Sel. Areas Commun. Yaru Fu, Yue Zhang, Qi Zhu, Mingzhe Chen, Tony Q. S. Quek
2022	J	`jnl`	Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems. IEEE Internet Things J. Yang Yang, Yujie Yang, Mingzhe Chen, Chunyan Feng, Hailun Xia, Shuguang Cui, H. Vincent Poor
2022	J	`jnl`	Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting. IEEE Trans. Commun. Zhilong Zhang, Minyin Zeng, Mingzhe Chen, Danpu Liu, Walid Saad, Shuguang Cui, H. Vincent Poor
2022	J	`jnl`	Learning-based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing. CoRR Minrui Xu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Mingzhe Chen
2022	J	`jnl`	Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. IEEE Trans. Wirel. Commun. Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor
2022	B	`conf`	Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. GLOBECOM Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui
2022	B	`conf`	Neural Architecture Searching for Facial Attributes-based Depression Recognition. ICPR Mingzhe Chen, Xi Xiao, Bin Zhang, Xinyu Liu, Runiu Lu
2022	J	`jnl`	Neural Architecture Searching for Facial Attributes-based Depression Recognition. CoRR Mingzhe Chen, Xi Xiao, Bin Zhang, Xinyu Liu, Runiu Lu
2022	J	`jnl`	On Differential Privacy for Federated Learning in Wireless Systems with Multiple Base Stations. CoRR Nima Tavangaran, Mingzhe Chen, Zhaohui Yang, Jose Mairton B. da Silva Jr., H. Vincent Poor
2022	B	`conf`	Optimization of Image Transmission in Semantic Communication Networks. GLOBECOM Wenjing Zhang, Yining Wang, Mingzhe Chen, Tao Luo, Dusit Niyato
2022	B	`conf`	Performance Optimization for Intelligent Reflecting Surface Assisted Multicast MIMO Networks. GLOBECOM Songling Zhang, Zhaohui Yang, Mingzhe Chen, Danpu Liu, Kai-Kit Wong, H. Vincent Poor
2022	J	`jnl`	Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui
2022	J	`jnl`	Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach. CoRR Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui
2022	J	`jnl`	Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. CoRR Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui
2022	Misc	`conf`	Performance Optimization for Wireless Semantic Communications over Energy Harvesting Networks. ICASSP Mingzhe Chen, Yining Wang, H. Vincent Poor
2022	—	`conf`	Performance Optimization of Energy Efficient Semantic Communications over Wireless Networks. VTC Fall Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang, Qianqian Yang
2022	J	`jnl`	Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G. CoRR Guangxu Zhu, Zhonghao Lyu, Xiang Jiao, Peixi Liu, Mingzhe Chen, Jie Xu, Shuguang Cui, Ping Zhang
2022	J	`jnl`	SSAPPIDENTIFY: A robust system identifies application over Shadowsocks's traffic. Comput. Networks Suixing Wang, Chao Yang, Gang Guo, Mingzhe Chen, Jian Feng Ma
2022	J	`jnl`	Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. IEEE Trans. Mob. Comput. Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei
2022	—	`conf`	Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning. GLOBECOM (Workshops) Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad
2022	J	`jnl`	Wireless for Machine Learning: A Survey. Found. Trends Signal Process. Henrik Hellström, José Mairton B. da Silva Jr., Mohammad Mohammadi Amiri, Mingzhe Chen, Viktoria Fodor, H. Vincent Poor, Carlo Fischione
2021	J	`jnl`	A Comprehensive Survey on 6G Networks: Applications, Core Services, Enabling Technologies, and Future Challenges. CoRR Amin Shahraki, Mahmoud Abbasi, Md. Jalil Piran, Mingzhe Chen, Shuguang Cui
2021	B	`conf`	A Joint Communication and Federated Learning Framework for Internet of Things Networks. GLOBECOM Zhaohui Yang, Guangyu Jia, Mingzhe Chen, Hak-Keung Lam, Kai-Kit Wong, Shuguang Cui, H. Vincent Poor
2021	J	`jnl`	A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks. IEEE Trans. Wirel. Commun. Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui
2021	J	`jnl`	A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks. IEEE Internet Things J. Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor
2021	J	`jnl`	AI-Driven UAV-NOMA-MEC in Next Generation Wireless Networks. IEEE Wirel. Commun. Zhong Yang, Mingzhe Chen, Xiao Liu, Yuanwei Liu, Yue Chen, Shuguang Cui, H. Vincent Poor
2021	J	`jnl`	Artificial Intelligence Aided Next-Generation Networks Relying on UAVs. IEEE Wirel. Commun. Xiao Liu, Mingzhe Chen, Yuanwei Liu, Yue Chen, Shuguang Cui, Lajos Hanzo
2021	J	`jnl`	Convergence Time Optimization for Federated Learning Over Wireless Networks. IEEE Trans. Wirel. Commun. Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui
2021	A*	`conf`	DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation. AAAI Zhicong Yan, Gaolei Li, Yuan Tian, Jun Wu, Shenghong Li, Mingzhe Chen, H. Vincent Poor
2021	J	`jnl`	Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. CoRR Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2021	J	`jnl`	Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. IEEE J. Sel. Areas Commun. Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2021	J	`jnl`	Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks. IEEE J. Sel. Areas Commun. Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui
2021	J	`jnl`	Distributed and Democratized Learning: Philosophy and Research Challenges. IEEE Comput. Intell. Mag. Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong
2021	J	`jnl`	Energy Efficient Federated Learning Over Wireless Communication Networks. IEEE Trans. Wirel. Commun. Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei
2021	Misc	`conf`	Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation. ICASSP Yuntao Hu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui
2021	J	`jnl`	Federated Learning for 6G: Applications, Challenges, and Opportunities. CoRR Zhaohui Yang, Mingzhe Chen, Kai-Kit Wong, H. Vincent Poor, Shuguang Cui
2021	—	`conf`	Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles. CDC Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2021	J	`jnl`	Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks. IEEE Internet Things J. Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor
2021	—	`book`	Federated Learning for Wireless Networks Choong Seon Hong, Latif U. Khan, Mingzhe Chen, Dawei Chen, Walid Saad, Zhu Han
2021	J	`jnl`	Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles. CoRR Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2021	J	`jnl`	Federated Learning over Energy Harvesting Wireless Networks. CoRR Rami Hamdi, Mingzhe Chen, Ahmed Ben Said, Marwa K. Qaraqe, H. Vincent Poor
2021	J	`jnl`	Fueling the Next Quantum Leap in Cellular Networks: Embracing AI in 5G Evolution towards 6G. CoRR Xingqin Lin, Mingzhe Chen, Henrik Rydén, Jaeseong Jeong, Heunchul Lee, Mårten Sundberg, Roy Timo, Hazhir Shokri-Razaghi, H. Vincent Poor
2021	J	`jnl`	GramMatch: An automatic protocol feature extraction and identification system. Comput. Networks Baolin Ma, Chao Yang, Mingzhe Chen, Jianfeng Ma
2021	J	`jnl`	Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I. IEEE J. Sel. Areas Commun. Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor
2021	—	`conf`	Influences of pitch angle for a quadruped robot in bounding gait. ROBIO Jinyue Cao, Jun Gu, Mingzhe Chen, Andre Rosendo
2021	J	`jnl`	Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems. CoRR Yang Yang, Yujie Yang, Mingzhe Chen, Chunyan Feng, Hailun Xia, Shuguang Cui, H. Vincent Poor
2021	J	`jnl`	Joint Location, Bandwidth and Power Optimization for THz-Enabled UAV Communications. IEEE Commun. Lett. Luyao Xu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Christina Chaccour, Walid Saad, Choong Seon Hong
2021	—	`conf`	Joint Resource Management and Model Compression for Wireless Federated Learning. ICC Mingzhe Chen, Nir Shlezinger, H. Vincent Poor, Yonina C. Eldar, Shuguang Cui
2021	J	`jnl`	Learning to Decode Protograph LDPC Codes. CoRR Jincheng Dai, Kailin Tan, Zhongwei Si, Kai Niu, Mingzhe Chen, H. Vincent Poor, Shuguang Cui
2021	J	`jnl`	Learning to Decode Protograph LDPC Codes. IEEE J. Sel. Areas Commun. Jincheng Dai, Kailin Tan, Zhongwei Si, Kai Niu, Mingzhe Chen, H. Vincent Poor, Shuguang Cui
2021	—	`conf`	Lifelong Learning for Minimizing Age of Information in Internet of Things Networks. ICC Zhenzhen Gong, Qimei Cui, Christina Chaccour, Bo Zhou, Mingzhe Chen, Walid Saad
2021	J	`jnl`	Lifelong Learning for Minimizing Age of Information in Internet of Things Networks. CoRR Zhenzhen Gong, Qimei Cui, Christina Chaccour, Bo Zhou, Mingzhe Chen, Walid Saad
2021	J	`jnl`	MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning. CoRR Wanpeng Zhang, Xi Xiao, Yao Yao, Mingzhe Chen, Dijun Luo
2021	—	`conf`	Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks. ICC Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor
2021	J	`jnl`	Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. CoRR Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor
2021	—	`conf`	Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks. SPAWC Xuanlin Liu, Sihua Wang, Mingzhe Chen, Changchuan Yin, Shuguang Cui, H. Vincent Poor
2021	Misc	`conf`	Neural Layered Min-Sum Decoding for Protograph LDPC Codes. ICASSP Dexin Zhang, Jincheng Dai, Kailin Tan, Kai Niu, Mingzhe Chen, H. Vincent Poor, Shuguang Cui
2021	J	`jnl`	Optimization of Rate Allocation and Power Control for Rate Splitting Multiple Access (RSMA). IEEE Trans. Commun. Zhaohui Yang, Mingzhe Chen, Walid Saad, Mohammad Shikh-Bahaei
2021	B	`conf`	Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems. WCNC Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, H. Vincent Poor, Shuguang Cui
2021	J	`jnl`	Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems. CoRR Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, H. Vincent Poor, Shuguang Cui
2021	B	`conf`	Performance Optimization for Semantic Communications: An Attention-based Learning Approach. GLOBECOM Yining Wang, Mingzhe Chen, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor
2021	—	`conf`	Performance Optimization of Distributed Primal-Dual Algorithms over Wireless Networks. ICC Zhaohui Yang, Mingzhe Chen, Kai-Kit Wong, Walid Saad, H. Vincent Poor, Shuguang Cui
2021	B	`conf`	Physical Layer Security Optimization for MIMO Enabled Visible Light Communication Networks. GLOBECOM Zheng Xu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Yihan Cang, H. Vincent Poor
2021	J	`jnl`	Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics. CoRR Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor
2021	J	`jnl`	UVeQFed: Universal Vector Quantization for Federated Learning. IEEE Trans. Signal Process. Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui
2021	B	`conf`	User Scheduling in Federated Learning over Energy Harvesting Wireless Networks. GLOBECOM Rami Hamdi, Mingzhe Chen, Ahmed Ben Said, Marwa K. Qaraqe, H. Vincent Poor
2021	J	`jnl`	Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems. Entropy Wuwei Huang, Yang Yang, Mingzhe Chen, Chuanhong Liu, Chunyan Feng, H. Vincent Poor
2020	J	`jnl`	6G White Paper on Machine Learning in Wireless Communication Networks. CoRR Samad Ali, Walid Saad, Nandana Rajatheva, Kapseok Chang, Daniel Steinbach, Benjamin Sliwa, Christian Wietfeld, Kai Mei, Hamid Shiri, Hans-Jürgen Zepernick, Thi My Chinh Chu, Ijaz Ahmad, Jyrki Huusko, Jaakko Suutala, Shubhangi Bhadauria, Vimal Bhatia, Rangeet Mitra, SaiDhiraj Amuru, Robert Abbas, Baohua Shao, Michele Capobianco, Guanghui Yu, Maëlick Claes, Teemu Karvonen, Mingzhe Chen, Maksym A. Girnyk, Hassan Malik
2020	J	`jnl`	A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks. CoRR Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin, Shuguang Cui, H. Vincent Poor
2020	J	`jnl`	A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems. IEEE Netw. Walid Saad, Mehdi Bennis, Mingzhe Chen
2020	J	`jnl`	Artificial Intelligence Aided Next-Generation Networks Relying on UAVs. CoRR Xiao Liu, Mingzhe Chen, Yuanwei Liu, Yue Chen, Shuguang Cui, Lajos Hanzo
2020	—	`conf`	Convergence Time Minimization of Federated Learning over Wireless Networks. ICC Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui
2020	J	`jnl`	Convergence Time Optimization for Federated Learning over Wireless Networks. CoRR Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui
2020	J	`jnl`	Deep Learning for Optimal Deployment of UAVs With Visible Light Communications. IEEE Trans. Wirel. Commun. Yining Wang, Mingzhe Chen, Zhaohui Yang, Tao Luo, Walid Saad
2020	J	`jnl`	Delay Minimization for Federated Learning Over Wireless Communication Networks. CoRR Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui
2020	J	`jnl`	Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks. CoRR Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui
2020	J	`jnl`	Distributed and Democratized Learning: Philosophy and Research Challenges. CoRR Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong
2020	—	`conf`	Downlink Sum-Rate Maximization for Rate Splitting Multiple Access (RSMA). ICC Zhaohui Yang, Mingzhe Chen, Walid Saad, Mohammad Shikh-Bahaei
2020	—	`conf`	Energy Efficient Full-Duplex Communication Systems with Reconfigurable Intelligent Surface. VTC Fall Jingwen Zhao, Ming Chen, Mingzhe Chen, Zhaohui Yang, Yinlu Wang, Binghao Cao, Mohammad Shikh-Bahaei
2020	—	`conf`	Energy Efficient Rate Splitting Multiple Access (RSMA) with Reconfigurable Intelligent Surface. ICC Workshops Zhaohui Yang, Jian-Feng Shi, Zhiyang Li, Mingzhe Chen, Wei Xu, Mohammad Shikh-Bahaei
2020	J	`jnl`	Energy-Efficient Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. CoRR Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui
2020	J	`jnl`	Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks. IEEE Trans. Wirel. Commun. Mingzhe Chen, Omid Semiari, Walid Saad, Xuanlin Liu, Changchuan Yin
2020	—	`conf`	Federated Learning for Energy-Efficient Task Computing in Wireless Networks. ICC Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin
2020	J	`jnl`	Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks. CoRR Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor
2020	—	`conf`	Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms. ICC Tengchan Zeng, Omid Semiari, Mohammad Mozaffari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2020	J	`jnl`	Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms. CoRR Tengchan Zeng, Omid Semiari, Mohammad Mozaffari, Mingzhe Chen, Walid Saad, Mehdi Bennis
2020	Misc	`conf`	Federated Learning with Quantization Constraints. ICASSP Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui
2020	J	`jnl`	Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach. IEEE Trans. Wirel. Commun. Ye Hu, Mingzhe Chen, Walid Saad
2020	J	`jnl`	Joint Location and Power Optimization for THz-enabled UAV Communications. CoRR Luyao Xu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Christina Chaccour, Walid Saad, Choong Seon Hong
2020	J	`jnl`	Machine Learning for Predictive Deployment of UAVs with Multiple Access. CoRR Linyan Lu, Zhaohui Yang, Mingzhe Chen, Zelin Zang, Mohammad Shikh-Bahaei
2020	B	`conf`	Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. GLOBECOM Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui
2020	J	`jnl`	Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. CoRR Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui
2020	J	`jnl`	Optimal Resource Allocation for Multi-UAV Assisted Visible Light Communication. CoRR Yihan Cang, Ming Chen, Zhaohui Yang, Mingzhe Chen, Chongwen Huang
2020	B	`conf`	Optimization of Resource Allocation in Multi-Cell OFDM Systems: A Distributed Reinforcement Learning Approach. PIMRC Yuntao Hu, Ming Chen, Zhaohui Yang, Mingzhe Chen, Guangyu Jia
2020	—	`conf`	Performance Optimization of Federated Learning over Mobile Wireless Networks. SPAWC Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui
2020	B	`conf`	Power Efficient Deployment of VLC-enabled UAVs. PIMRC Zhiyu Zhu, Yang Yang, Caili Guo, Mingzhe Chen, Shuguang Cui, H. Vincent Poor
2020	—	`conf`	Reflecting the Light: Energy Efficient Visible Light Communication with Reconfigurable Intelligent Surface. VTC Fall Binghao Cao, Ming Chen, Zhaohui Yang, Minghui Zhang, Jingwen Zhao, Mingzhe Chen
2020	B	`conf`	Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. GLOBECOM Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin, Shuguang Cui, H. Vincent Poor
2020	B	`conf`	Resource Allocation for UAV Assisted Wireless Networks with QoS Constraints. WCNC Weihang Ding, Zhaohui Yang, Mingzhe Chen, Jiancao Hou, Mohammad Shikh-Bahaei
2020	J	`jnl`	Resource Allocation for UAV Assisted Wireless Networks with QoS Constraints. CoRR Weihang Ding, Zhaohui Yang, Mingzhe Chen, Jiancao Hou, Mohammad Shikh-Bahaei
2020	B	`conf`	Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. GLOBECOM Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui
2020	B	`conf`	Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach. WCNC Xuanlin Liu, Mingzhe Chen, Sihua Wang, Walid Saad, Changchuan Yin
2020	J	`jnl`	UVeQFed: Universal Vector Quantization for Federated Learning. CoRR Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui
2020	J	`jnl`	Wireless Communications for Collaborative Federated Learning in the Internet of Things. CoRR Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui
2020	J	`jnl`	Wireless Communications for Collaborative Federated Learning. IEEE Commun. Mag. Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui
2019	J	`jnl`	A Joint Learning and Communications Framework for Federated Learning over Wireless Networks. CoRR Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui
2019	J	`jnl`	A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems. CoRR Walid Saad, Mehdi Bennis, Mingzhe Chen
2019	J	`jnl`	Analysis of Memory Capacity for Deep Echo State Networks. CoRR Xuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad
2019	J	`jnl`	Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial. IEEE Commun. Surv. Tutorials Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah
2019	—	`conf`	Competitive Market for Joint Access and Backhaul Resource Allocation in Satellite-Drone Networks. NTMS Ye Hu, Mingzhe Chen, Walid Saad
2019	J	`jnl`	Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah
2019	J	`jnl`	Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach. IEEE Trans. Commun. Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah
2019	—	`conf`	Deep Learning for 360° Content Transmission in UAV-Enabled Virtual Reality. ICC Mingzhe Chen, Walid Saad, Changchuan Yin
2019	J	`jnl`	Deep Learning for Optimal Deployment of UAVs with Visible Light Communications. CoRR Yining Wang, Mingzhe Chen, Zhaohui Yang, Tao Luo, Walid Saad
2019	J	`jnl`	Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR Networks With Cellular-Connected UAVs. IEEE Trans. Commun. Mingzhe Chen, Walid Saad, Changchuan Yin
2019	J	`jnl`	Energy Efficient Federated Learning Over Wireless Communication Networks. CoRR Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei
2019	B	`conf`	Federated Deep Learning for Immersive Virtual Reality over Wireless Networks. GLOBECOM Mingzhe Chen, Omid Semiari, Walid Saad, Xuanlin Liu, Changchuan Yin
2019	B	`conf`	Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs. GLOBECOM Yining Wang, Mingzhe Chen, Zhaohui Yang, Xue Hao, Tao Luo, Walid Saad
2019	J	`jnl`	Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs. CoRR Yining Wang, Mingzhe Chen, Zhaohui Yang, Xue Hao, Tao Luo, Walid Saad
2019	J	`jnl`	Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach. CoRR Ye Hu, Mingzhe Chen, Walid Saad
2019	—	`conf`	Liquid State Based Transfer Learning for 360° Image Transmission in Wireless VR Networks. ICC Mingzhe Chen, Walid Saad, Changchuan Yin
2019	J	`jnl`	Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks. IEEE Trans. Wirel. Commun. Mingzhe Chen, Walid Saad, Changchuan Yin
2019	J	`jnl`	Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs. IEEE Wirel. Commun. Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad
2019	J	`jnl`	Optimized Trajectory Design in UAV Based Cellular Networks for 3D Users: A Double Q-Learning Approach. CoRR Xuanlin Liu, Mingzhe Chen, Changchuan Yin
2019	J	`jnl`	Optimized Trajectory Design in UAV Based Cellular Networks for 3D Users: A Double Q-Learning Approach. J. Commun. Inf. Networks Xuanlin Liu, Mingzhe Chen, Changchuan Yin
2019	B	`conf`	Performance Optimization of Federated Learning over Wireless Networks. GLOBECOM Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui
2019	J	`jnl`	Power Efficient Visible Light Communication (VLC) with Unmanned Aerial Vehicles (UAVs). CoRR Yang Yang, Mingzhe Chen, Caili Guo, Chunyan Feng, Walid Saad
2019	J	`jnl`	Power Efficient Visible Light Communication With Unmanned Aerial Vehicles. IEEE Commun. Lett. Yang Yang, Mingzhe Chen, Caili Guo, Chunyan Feng, Walid Saad
2019	B	`conf`	Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. GLOBECOM Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei
2019	J	`jnl`	Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. CoRR Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei
2019	—	`conf`	Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach. GLOBECOM Workshops Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin
2018	C	`conf`	Analysis of Memory Capacity for Deep Echo State Networks. ICMLA Xuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad
2018	J	`jnl`	Artificial Intelligence for Wireless Connectivity and Security of Cellular-Connected UAVs. CoRR Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad
2018	—	`conf`	Distributed Resource Allocation for Mobile Users in Cache-Enabled Software Defined Cellular Networks. WCSP Xiangqun Yang, Chunyu Pan, Mingzhe Chen, Changchuan Yin
2018	—	`conf`	Echo State Learning for Wireless Virtual Reality Resource Allocation in UAV-Enabled LTE-U Networks. ICC Mingzhe Chen, Walid Saad, Changchuan Yin
2018	J	`jnl`	Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR Networks with Cellular-Connected UAVs. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin
2018	J	`jnl`	Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks. CoRR Mingzhe Chen, Omid Semiari, Walid Saad, Xuanlin Liu, Changchuan Yin
2018	J	`jnl`	Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin
2018	Misc	`conf`	Optimized Trajectory Design in UAV Based Cellular Networks: A Double Q-Learning Approach. ICCS Xuanlin Liu, Mingzhe Chen, Changchuan Yin
2018	J	`jnl`	Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management. IEEE Trans. Commun. Mingzhe Chen, Walid Saad, Changchuan Yin
2017	J	`jnl`	Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience. IEEE J. Sel. Areas Commun. Mingzhe Chen, Mohammad Mozaffari, Walid Saad, Changchuan Yin, Mérouane Debbah, Choong Seon Hong
2017	J	`jnl`	Echo State Learning for Wireless Virtual Reality Resource Allocation in UAV-enabled LTE-U Networks. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin
2017	J	`jnl`	Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks With Mobile Users. IEEE Trans. Wirel. Commun. Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah
2017	J	`jnl`	Echo State Networks for Self-Organizing Resource Allocation in LTE-U With Uplink-Downlink Decoupling. IEEE Trans. Wirel. Commun. Mingzhe Chen, Walid Saad, Changchuan Yin
2017	J	`jnl`	Echo State Transfer Learning for Data Correlation Aware Resource Allocation in Wireless Virtual Reality. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah
2017	Misc	`conf`	Echo state transfer learning for data correlation aware resource allocation in wireless virtual reality. ACSSC Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah
2017	B	`conf`	Liquid State Machine Learning for Resource Allocation in a Network of Cache-Enabled LTE-U UAVs. GLOBECOM Mingzhe Chen, Walid Saad, Changchuan Yin
2017	J	`jnl`	Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks. CoRR Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah
2017	C	`conf`	Reinforcement learning based resource allocation in cache-enabled small cell networks with mobile users. ICCC Tianmu Gao, Mingzhe Chen, Hanzhou Gu, Changchuan Yin
2017	B	`conf`	Resource Management for Wireless Virtual Reality: Machine Learning Meets Multi-Attribute Utility. GLOBECOM Mingzhe Chen, Walid Saad, Changchuan Yin
2017	J	`jnl`	Virtual Reality over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin
2016	J	`jnl`	Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience. CoRR Mingzhe Chen, Mohammad Mozaffari, Walid Saad, Changchuan Yin, Mérouane Debbah, Choong Seon Hong
2016	—	`conf`	Echo State Networks for Proactive Caching and Content Prediction in Cloud Radio Access Networks. GLOBECOM Workshops Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah
2016	J	`jnl`	Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks with Mobile Users. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah
2016	J	`jnl`	Echo State Networks for Self-Organizing Resource Allocation in LTE-U with Uplink-Downlink Decoupling. CoRR Mingzhe Chen, Walid Saad, Changchuan Yin
2016	—	`conf`	Optimized uplink-downlink decoupling in LTE-U networks: An echo state approach. ICC Mingzhe Chen, Walid Saad, Changchuan Yin
2016	—	`conf`	Tri-Sectoring and Power Allocation of Macro Base Stations in Heterogeneous Cellular Networks with Matern Hard-Core Processes. VTC Spring Mingzhe Chen, Ye Hu, Changchuan Yin
2015	B	`conf`	Power control algorithm based on the interference statistic properties in heterogeneous networks. PIMRC Mingzhe Chen, Fangfang Liu, Zhimin Zeng