| 2026 | AAAI | Fair Graph Learning with Limited Sensitive Attribute Information. | Zichong Wang, Jie Yang, Jun Zhuang, Puqing Jiang, Mingzhe Chen, Ye Hu, Wenbin Zhang |
| 2026 | ICDCS | Network Digital Untwinning: Towards Backward Optimization of Digital Twins. | Zifan Zhang, Dianwei Chen, Anjun Gao, Manhua Wang, Mingzhe Chen, Minghong Fang, Xianfeng Yang, Yuchen Liu |
| 2026 | WCNC | On Performance of Fluid Antenna Relay (FAR)-Assisted AAV-NOMA Wireless Network. | Ruopeng Xu, Songling Zhang, Zhaohui Yang, Yixuan Chen, Mingzhe Chen, Zhaoyang Zhang, Kai-Kit Wong |
| 2025 | CISS | Joint Optimization of Model Splitting and Device Task Assignment for Private Multi-hop Split Learning. | Dongyu Wei, Qianqian Zhang, Yuchen Liu, Mingzhe Chen |
| 2025 | GLOBECOM | Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC). | Tingyu Shui, Walid Saad, Mingzhe Chen |
| 2025 | GLOBECOM | Energy Efficient Fluid Antenna Relay (FAR)-Assisted Wireless Networks. | Ruopeng Xu, Mingzhe Chen, Zhaohui Yang, Zhaoyang Zhang, Kai-Kit Wong, Chan-Byoung Chae, H. Vincent Poor |
| 2025 | GLOBECOM | Joint Trajectory and Antenna Port Selection Optimization for Fluid Antenna System-enabled Resilient UAV Networks. | Xiaoren Xu, Dongyu Wei, Ye Hu, Zhao-Hui Yang, Mingzhe Chen |
| 2025 | GLOBECOM | Contrastive Language-Image Pre-Training Model-based Semantic Communication Performance Optimization. | Shaoran Yang, Dongyu Wei, Hanzhi Yu, Zhaohui Yang, Yuchen Liu, Mingzhe Chen |
| 2025 | GLOBECOM | Bridging Data and Knowledge: A Neurosymbolic Framework for Reliable Network Analysis. | Zhijin Yang, Yuheng Zhu, Mingzhe Chen, Yuchen Liu |
| 2025 | GLOBECOM | Optimizing Training of Policies on Hierarchical Multi-fidelity Environments. | Hanzhi Yu, Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury, Mingzhe Chen |
| 2025 | GLOBECOM | Recurrent Reinforcement Learning with Dense Reward for Covert Semantic Communication Performance Optimization. | Wenjing Zhang, Ye Hu, Tao Luo, Zhilong Zhang, Mingzhe Chen |
| 2025 | GLOBECOM | Energy Efficient Probabilistic Semantic Communication over Visible Light Networks. | Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Ye Hu, Chen Zhu, Zhaoyang Zhang |
| 2025 | GLOBECOM | SflLLM: Efficient Split Federated Learning for Large Language Model over Wireless Networks. | Kai Zhao, Chen Zhu, Mingzhe Chen, Chongwen Huang, Zhaohui Yang, Zhaoxiang Zhang |
| 2025 | INFOCOM | Adaptive Traffic Steering in Open RAN: Integrating Rule-Based Policies with Reinforcement Learning. | Utkarsh Sharma, Hua Wei, Mingzhe Chen, Jie Xu, Yuchen Liu |
| 2025 | INFOCOM | Semantic Feature Multiple Access (SFMA) Over Wireless Networks. | Jiaxiang Wang, Zhaohui Yang, Chongwen Huang, Zhaoyang Zhang, Mohammad Shikh-Bahaei, Mingzhe Chen |
| 2025 | MSWIM | On Transferring, Merging, and Splitting Task-Oriented Network Digital Twins. | Zifan Zhang, Minghong Fang, Mingzhe Chen, Yuchen Liu |
| 2025 | WCNC | Communication-Efficient Distributed Learning in Massive IoT: A Graph-Based Perspective. | Lindong Zhao, Jingyue Tang, Mingzhe Chen, Liang Zhou, Weihua Zhuang |
| 2024 | AAAI | Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering. | Jing Zhang, Xiaoqiang Liu, Mingzhe Chen, Zhe Wang |
| 2024 | GLOBECOM | Large Scale Model Enabled Semantic Communications Based on Robust Knowledge Distillation. | Kuiyuan Ding, Fangfang Liu, Yang Yang, Mingzhe Chen, Caili Guo |
| 2024 | GLOBECOM | A Semi-Supervised Learning Method for Multi-Modal Data Vehicle Positioning. | Ouwen Huan, Mingzhe Chen, Yang Yang, Tao Luo |
| 2024 | GLOBECOM | Performance Optimization for Vehicular Cooperative Sensing: A Graph Attention Based Reinforcement Learning Approach. | Xuefei Li, Mingzhe Chen, Danpu Liu, Zhilong Zhang, Tony Q. S. Quek |
| 2024 | GLOBECOM | A Joint Gradient and Loss Based Clustered Federated Learning Design. | Licheng Lin, Zhaohui Yang, Yusen Wu, Yuchen Liu, Mingzhe Chen |
| 2024 | GLOBECOM | Joint Communication and Synchronization Performance Optimization in Digital Twin Enabled Networks. | Hanzhi Yu, Yuchen Liu, Mingzhe Chen |
| 2024 | GLOBECOM | Energy Efficient Probabilistic Semantic Communication over SAGIN. | Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Xu Gan, Chongwen Huang, Wei Xu, Zhaoyang Zhang |
| 2024 | GLOBECOM | Mixture Gaussian Distribution-Based Collaborative Reinforcement Learning for 3D UAV Localization Optimization Against Jamming Attacks. | Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Gaolei Li, Changchuan Yin, Tony Q. S. Quek |
| 2024 | ICASSP | Optimizing Synchronization Delay for Digital Twin over Wireless Networks. | Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang |
| 2024 | ICASSP | Privacy-Aware Joint Source-Channel Coding For Image Transmission Based On Disentangled Information Bottleneck. | Lunan Sun, Caili Guo, Mingzhe Chen, Yang Yang |
| 2024 | Networking | Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning. | Zifan Zhang, Mingzhe Chen, Zhaohui Yang, Yuchen Liu |
| 2024 | VTC | A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy. | Licheng Lin, Zhaohui Yang, Qianqian Yang, Mingzhe Chen |
| 2024 | VTC | Leveraging Neural Radiance Field and Semantic Communication for Robust 3D Reconstruction. | Rui Xu, Gaolei Li, Xi Lin, Yuchen Liu, Mingzhe Chen, Jianhua Li |
| 2024 | VTC | Spectral Efficiency Maximization for Probabilistic Semantic Communication with Rate Splitting. | Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Xu Gan, Chongwen Huang, Yao Sun, Qianqian Yang, Wei Xu, Zhaoyang Zhang |
| 2024 | WCNC | Dynamic Graph Neural Networks for Joint Terahertz based Sensing and Communication Optimization in Vehicular Networks. | Xuefei Li, Mingzhe Chen, Ye Hu, Zhilong Zhang, Danpu Liu, Shiwen Mao |
| 2024 | WCNC | Covert and Reliable Semantic Communication Against Cross-Layer Privacy Inference over Wireless Edge Networks. | Rui Xu, Gaolei Li, Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Jianhua Li |
| 2023 | GLOBECOM | Multiuser Resource Allocation for Semantic-Relay-Aided Text Transmissions. | Zeyang Hu, Tianyu Liu, Changsheng You, Zhaohui Yang, Mingzhe Chen |
| 2023 | GLOBECOM | Spatial-Temporal Attention-Based mmWave Link Quality Prediction Under Dynamic Blockages. | Zhizhen Li, Mingzhe Chen, Gaolei Li, Yuchen Liu |
| 2023 | GLOBECOM | Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin |
| 2023 | GLOBECOM | MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton |
| 2023 | GLOBECOM | Complex Neural Networks for Indoor Positioning with Complex-Valued Channel State Information. | Hanzhi Yu, Mingzhe Chen, Zhaohui Yang, Yuchen Liu |
| 2023 | GLOBECOM | Trajectory Design for 3D UAV Localization in UAV Based Networks. | Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin |
| 2023 | HPCC | PBE-Plan: Periodic Backdoor Erasing Plan for Trustworthy Federated Learning. | Bei Chen, Gaolei Li, Mingzhe Chen, Yuchen Liu, Xiaoyu Yi, Jianhua Li |
| 2023 | ICCCN | E-App: Adaptive mmWave Access Point Planning with Environmental Awareness in Wireless LANs. | Yuchen Liu, Mingzhe Chen, Dongkuan Xu, Zhaohui Yang, Shangqing Zhao |
| 2022 | CISS | Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks. | Sihua Wang, Mingzhe Chen, Changchuan Yin, H. Vincent Poor |
| 2022 | GLOBECOM | Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning. | Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad |
| 2022 | GLOBECOM | Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui |
| 2022 | GLOBECOM | Performance Optimization for Intelligent Reflecting Surface Assisted Multicast MIMO Networks. | Songling Zhang, Zhaohui Yang, Mingzhe Chen, Danpu Liu, Kai-Kit Wong, H. Vincent Poor |
| 2022 | GLOBECOM | Optimization of Image Transmission in Semantic Communication Networks. | Wenjing Zhang, Yining Wang, Mingzhe Chen, Tao Luo, Dusit Niyato |
| 2022 | ICASSP | Performance Optimization for Wireless Semantic Communications over Energy Harvesting Networks. | Mingzhe Chen, Yining Wang, H. Vincent Poor |
| 2022 | ICASSP | Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning. | Mingzhe Chen, Xi Xiao, Wanpeng Zhang, Xiaotian Gao |
| 2022 | ICPR | Neural Architecture Searching for Facial Attributes-based Depression Recognition. | Mingzhe Chen, Xi Xiao, Bin Zhang, Xinyu Liu, Runiu Lu |
| 2022 | VTC | Performance Optimization of Energy Efficient Semantic Communications over Wireless Networks. | Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, Chongwen Huang, Qianqian Yang |
| 2021 | AAAI | DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation. | Zhicong Yan, Gaolei Li, Yuan Tian, Jun Wu, Shenghong Li, Mingzhe Chen, H. Vincent Poor |
| 2021 | GLOBECOM | User Scheduling in Federated Learning over Energy Harvesting Wireless Networks. | Rami Hamdi, Mingzhe Chen, Ahmed Ben Said, Marwa K. Qaraqe, H. Vincent Poor |
| 2021 | GLOBECOM | Performance Optimization for Semantic Communications: An Attention-based Learning Approach. | Yining Wang, Mingzhe Chen, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor |
| 2021 | GLOBECOM | Physical Layer Security Optimization for MIMO Enabled Visible Light Communication Networks. | Zheng Xu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Yihan Cang, H. Vincent Poor |
| 2021 | GLOBECOM | A Joint Communication and Federated Learning Framework for Internet of Things Networks. | Zhaohui Yang, Guangyu Jia, Mingzhe Chen, Hak-Keung Lam, Kai-Kit Wong, Shuguang Cui, H. Vincent Poor |
| 2021 | ICASSP | Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation. | Yuntao Hu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui |
| 2021 | ICASSP | Neural Layered Min-Sum Decoding for Protograph LDPC Codes. | Dexin Zhang, Jincheng Dai, Kailin Tan, Kai Niu, Mingzhe Chen, H. Vincent Poor, Shuguang Cui |
| 2021 | WCNC | Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems. | Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, H. Vincent Poor, Shuguang Cui |
| 2020 | GLOBECOM | Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. | Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui |
| 2020 | GLOBECOM | Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. | Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui |
| 2020 | GLOBECOM | Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. | Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin, Shuguang Cui, H. Vincent Poor |
| 2020 | ICASSP | Federated Learning with Quantization Constraints. | Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui |
| 2020 | PIMRC | Optimization of Resource Allocation in Multi-Cell OFDM Systems: A Distributed Reinforcement Learning Approach. | Yuntao Hu, Ming Chen, Zhaohui Yang, Mingzhe Chen, Guangyu Jia |
| 2020 | PIMRC | Power Efficient Deployment of VLC-enabled UAVs. | Zhiyu Zhu, Yang Yang, Caili Guo, Mingzhe Chen, Shuguang Cui, H. Vincent Poor |
| 2020 | VTC | Reflecting the Light: Energy Efficient Visible Light Communication with Reconfigurable Intelligent Surface. | Binghao Cao, Ming Chen, Zhaohui Yang, Minghui Zhang, Jingwen Zhao, Mingzhe Chen |
| 2020 | VTC | Energy Efficient Full-Duplex Communication Systems with Reconfigurable Intelligent Surface. | Jingwen Zhao, Ming Chen, Mingzhe Chen, Zhaohui Yang, Yinlu Wang, Binghao Cao, Mohammad Shikh-Bahaei |
| 2020 | WCNC | Resource Allocation for UAV Assisted Wireless Networks with QoS Constraints. | Weihang Ding, Zhaohui Yang, Mingzhe Chen, Jiancao Hou, Mohammad Shikh-Bahaei |
| 2020 | WCNC | Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach. | Xuanlin Liu, Mingzhe Chen, Sihua Wang, Walid Saad, Changchuan Yin |
| 2019 | GLOBECOM | Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. | Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei |
| 2019 | GLOBECOM | Performance Optimization of Federated Learning over Wireless Networks. | Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui |
| 2019 | GLOBECOM | Federated Deep Learning for Immersive Virtual Reality over Wireless Networks. | Mingzhe Chen, Omid Semiari, Walid Saad, Xuanlin Liu, Changchuan Yin |
| 2019 | GLOBECOM | Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs. | Yining Wang, Mingzhe Chen, Zhaohui Yang, Xue Hao, Tao Luo, Walid Saad |
| 2019 | GLOBECOM | Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach. | Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin |
| 2018 | ICMLA | Analysis of Memory Capacity for Deep Echo State Networks. | Xuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad |
| 2017 | ACSSC | Echo state transfer learning for data correlation aware resource allocation in wireless virtual reality. | Mingzhe Chen, Walid Saad, Changchuan Yin, Mrouane Debbah |
| 2017 | GLOBECOM | Resource Management for Wireless Virtual Reality: Machine Learning Meets Multi-Attribute Utility. | Mingzhe Chen, Walid Saad, Changchuan Yin |
| 2017 | GLOBECOM | Liquid State Machine Learning for Resource Allocation in a Network of Cache-Enabled LTE-U UAVs. | Mingzhe Chen, Walid Saad, Changchuan Yin |
| 2016 | GLOBECOM | Echo State Networks for Proactive Caching and Content Prediction in Cloud Radio Access Networks. | Mingzhe Chen, Walid Saad, Changchuan Yin, Mrouane Debbah |
| 2016 | VTC | Tri-Sectoring and Power Allocation of Macro Base Stations in Heterogeneous Cellular Networks with Matern Hard-Core Processes. | Mingzhe Chen, Ye Hu, Changchuan Yin |
| 2015 | PIMRC | Power control algorithm based on the interference statistic properties in heterogeneous networks. | Mingzhe Chen, Fangfang Liu, Zhimin Zeng |