Mingzhe Chen

发表

Neural Layered Min-Sum Decoding for Protograph LDPC Codes

H. Vincent Poor, Kai Niu, Jincheng Dai, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems

H. Vincent Poor, Shuguang Cui, Yang Yang, 2021, 2021 IEEE Wireless Communications and Networking Conference (WCNC).

AI-Driven UAV-NOMA-MEC in Next Generation Wireless Networks

Shuguang Cui, Yuanwei Liu, Yue Chen, 2021, IEEE Wireless Communications.

Computer Vision-Based Localization With Visible Light Communications

Walid Saad, Shuguang Cui, Chunyan Feng, 2022, IEEE Transactions on Wireless Communications.

Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks

Shuguang Cui, Sihua Wang, Changchuan Yin, 2021, 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Fueling the Next Quantum Leap in Cellular Networks: Embracing AI in 5G Evolution towards 6G pdf

H. Vincent Poor, Xingqin Lin, Mårten Sundberg, 2021, ArXiv.

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges

Walid Saad, H. Vincent Poor, Mehdi Bennis, 2021, IEEE Journal on Selected Areas in Communications.

Energy Efficient Federated Learning Over Wireless Communication Networks

Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, 2019, IEEE Transactions on Wireless Communications.

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

Walid Saad, H. Vincent Poor, Shuguang Cui, 2021, IEEE Transactions on Wireless Communications.

Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems

Walid Saad, H. Vincent Poor, Shuguang Cui, 2021, IEEE Journal of Selected Topics in Signal Processing.

Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks

Walid Saad, Shuguang Cui, Mingzhe Chen, 2021, ICC 2021 - IEEE International Conference on Communications.

DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation

H. Vincent Poor, Zhicong Yan, Mingzhe Chen, 2021, AAAI.

Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems

H. Vincent Poor, Shuguang Cui, Chunyan Feng, 2021 .

Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks pdf

Walid Saad, H. Vincent Poor, Shuguang Cui, 2021, ArXiv.

Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics pdf

Walid Saad, H. Vincent Poor, Shuguang Cui, 2021, ArXiv.

Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems pdf

H. Vincent Poor, Shuguang Cui, Chunyan Feng, 2021, IEEE Internet of Things Journal.

Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation

Mohammad Shikh-Bahaei, Ming Chen, Yuntao Hu, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Performance Optimization of Distributed Primal-Dual Algorithms over Wireless Networks

Walid Saad, H. Vincent Poor, Shuguang Cui, 2021, ICC 2021 - IEEE International Conference on Communications.

SSAPPIDENTIFY: A robust system identifies application over Shadowsocks's traffic

Jianfeng Ma, Mingzhe Chen, Chao Yang, 2021, Comput. Networks.

Learning to Decode Protograph LDPC Codes

H. Vincent Poor, Shuguang Cui, Zhongwei Si, 2021, IEEE Journal on Selected Areas in Communications.

MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning pdf

Mingzhe Chen, Xi Xiao, Wanpeng Zhang, 2021, ArXiv.

Distributed and Democratized Learning: Philosophy and Research Challenges

Walid Saad, Choong Seon Hong, Nguyen H. Tran, 2021, IEEE Computational Intelligence Magazine.

Lifelong Learning for Minimizing Age of Information in Internet of Things Networks

Walid Saad, Qimei Cui, Christina Chaccour, 2021, ICC 2021 - IEEE International Conference on Communications.

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I

Walid Saad, Mehdi Bennis, Kaibin Huang, 2021, IEEE J. Sel. Areas Commun..

Joint Resource Management and Model Compression for Wireless Federated Learning

Yonina C. Eldar, H. Vincent Poor, Nir Shlezinger, 2021, ICC 2021 - IEEE International Conference on Communications.

Federated Learning Over Energy Harvesting Wireless Networks pdf

H. Vincent Poor, Ahmed Ben Said, Rami Hamdi, 2021, IEEE Internet of Things Journal.

Federated Learning in 6G Mobile Wireless Networks

Walid Saad, H. Vincent Poor, Mohammad Shikh-Bahaei, 2021, Computer Communications and Networks.

UVeQFed: Universal Vector Quantization for Federated Learning

Yonina C. Eldar, H. Vincent Poor, Shuguang Cui, 2021, IEEE Transactions on Signal Processing.

Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks

H. Vincent Poor, Shuguang Cui, Yuanwei Liu, 2021, 2101.11681.

Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles pdf

Walid Saad, Omid Semiari, Mehdi Bennis, 2021, ArXiv.

Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems

H. Vincent Poor, Chunyan Feng, Wuwei Huang, 2021, Entropy.

Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting

Walid Saad, H. Vincent Poor, Shuguang Cui, 2022, IEEE Transactions on Communications.

GramMatch: An automatic protocol feature extraction and identification system

Jianfeng Ma, Baolin Ma, Mingzhe Chen, 2021, Comput. Networks.

Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms

Walid Saad, Omid Semiari, Mehdi Bennis, 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).

Wireless Communications for Collaborative Federated Learning

Walid Saad, H. Vincent Poor, Shuguang Cui, 2020, IEEE Communications Magazine.