Mingzhe Chen

Mingzhe Chen

Princeton University

H-index: 41

North America-United States

About Mingzhe Chen

Mingzhe Chen, With an exceptional h-index of 41 and a recent h-index of 41 (since 2020), a distinguished researcher at Princeton University, specializes in the field of Machine learning, virtual reality, caching, unmanned aerial vehicles..

His recent articles reflect a diverse array of research interests and contributions to the field:

Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking

Visible Light Positioning with Visual Odometry: A Single Luminaire Based Positioning Algorithm

A Joint Communication and Computation Design for Probabilistic Semantic Communications

On differential privacy for federated learning in wireless systems with multiple base stations

Complex-Valued Neural Network based Federated Learning for Multi-user Indoor Positioning Performance Optimization

Optimizing Synchronization Delay for Digital Twin over Wireless Networks

Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook

CPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learning

Mingzhe Chen Information

University

Position

Postdoctoral Researcher at

Citations(all)

12184

Citations(since 2020)

11813

Cited By

3113

hIndex(all)

41

hIndex(since 2020)

41

i10Index(all)

79

i10Index(since 2020)

76

Email

University Profile Page

Princeton University

Google Scholar

View Google Scholar Profile

Mingzhe Chen Skills & Research Interests

Machine learning

virtual reality

caching

unmanned aerial vehicles.

Top articles of Mingzhe Chen

Title

Journal

Author(s)

Publication Date

Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking

arXiv preprint arXiv:2401.12079

Yujiao Zhu

Mingzhe Chen

Sihua Wang

Ye Hu

Yuchen Liu

...

2024/1/22

Visible Light Positioning with Visual Odometry: A Single Luminaire Based Positioning Algorithm

IEEE Transactions on Communications

Zhiyu Zhu

Yang Yang

Mingzhe Chen

Caili Guo

Jiangyi Hao

...

2024/3/13

A Joint Communication and Computation Design for Probabilistic Semantic Communications

arXiv preprint arXiv:2402.16328

Zhouxiang Zhao

Zhaohui Yang

Mingzhe Chen

H Vincent Poor

Zhaoyang Zhang

2024/2/26

On differential privacy for federated learning in wireless systems with multiple base stations

IET communications

Nima Tavangaran

Mingzhe Chen

Zhaohui Yang

José Mairton B Da Silva Jr

H Vincent Poor

2024/1/17

Complex-Valued Neural Network based Federated Learning for Multi-user Indoor Positioning Performance Optimization

IEEE Internet of Things Journal

Hanzhi Yu

Yuchen Liu

Mingzhe Chen

2024/3/20

Optimizing Synchronization Delay for Digital Twin over Wireless Networks

Zhaohui Yang

Mingzhe Chen

Yuchen Liu

Zhaoyang Zhang

2024/4/14

Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook

Bruno Clerckx

Yijie Mao

Zhaohui Yang

Mingzhe Chen

Ahmed Alkhateeb

...

2024/1/2

CPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learning

IEEE Transactions on Mobile Computing

Ran Zhang

Fangqi Liu

Jiang Liu

Mingzhe Chen

Qinqin Tang

...

2024/2/1

Privacy-Aware Joint Source-Channel Coding For Image Transmission Based On Disentangled Information Bottleneck

Lunan Sun

Caili Guo

Mingzhe Chen

Yang Yang

2024/4/14

A Survey on Indoor Visible Light Positioning Systems: Fundamentals, Applications, and Challenges

Zhiyu Zhu

Yang Yang

Mingzhe Chen

Caili Guo

Julian Cheng

...

2024/1/25

Positioning Using Wireless Networks: Applications, Recent Progress and Future Challenges

Yang Yang

Mingzhe Chen

Yufei Blankenship

Jemin Lee

Zabih Ghassemlooy

...

2024/3/18

Joint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networks

IEEE Transactions on Communications

Yihan Cang

Ming Chen

Yijin Pan

Zhaohui Yang

Ye Hu

...

2024/1/24

Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach

arXiv preprint arXiv:2403.11102

Xuefei Li

Mingzhe Chen

Ye Hu

Zhilong Zhang

Danpu Liu

...

2024/3/17

Federated Learning for Autonomous Vehicles Control

Mingzhe Chen

Shuguang Cui

2023/12/22

Beamforming design for the performance optimization of intelligent reflecting surface assisted multicast MIMO networks

IEEE transactions on wireless communications

Songling Zhang

Zhaohui Yang

Mingzhe Chen

Danpu Liu

Kai-Kit Wong

...

2023/7/27

Multiuser resource allocation for semantic-relay-aided text transmissions

arXiv preprint arXiv:2311.06854

Zeyang Hu

Tianyu Liu

Changsheng You

Zhaohui Yang

Mingzhe Chen

2023/11/12

Digital Over-the-Air Federated Learning in Multi-Antenna Systems

arXiv preprint arXiv:2302.14648

Sihua Wang

Mingzhe Chen

Cong Shen

Changchuan Yin

Christopher G Brinton

2023/2/4

Complex Neural Networks for Indoor Positioning with Complex-Valued Channel State Information

Hanzhi Yu

Mingzhe Chen

Zhaohui Yang

Yuchen Liu

2023/12/4

Visible Light Positioning Based on a Single Luminaire: A Novel Visual Odometry Assisted Algorithm

Zhiyu Zhu

Yang Yang

Mingzhe Chen

Caili Guo

Yipeng Bai

2023/5/28

Resource Management for Federated Learning

Mingzhe Chen

Shuguang Cui

2023/12/22

See List of Professors in Mingzhe Chen University(Princeton University)

Co-Authors

H-index: 182
HV Poor

HV Poor

Princeton University

H-index: 109
Yonina Eldar

Yonina Eldar

Weizmann Institute of Science

H-index: 85
Bennis Mehdi

Bennis Mehdi

Oulun yliopisto

H-index: 72
Kai Kit Wong

Kai Kit Wong

University College London

H-index: 68
Choong Seon Hong, FIEEE

Choong Seon Hong, FIEEE

Kyung Hee University

H-index: 61
Deniz Gunduz

Deniz Gunduz

Imperial College London

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