Zhengming Zhang

About Zhengming Zhang

Zhengming Zhang, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Southeast University, specializes in the field of Deep Learning, Reinforcement Learning, 5G mobile networks.

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

Federated learning in heterogeneous networks with unreliable communication

Teach GPT to phish

AIRA-DA: Adversarial Image Reconstruction Alignments for Unsupervised Domain Adaptive Object Detection

Air-da: adversarial image reconstruction for unsupervised domain adaptive object detection

Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems

A self-supervised learning-based channel estimation for IRS-aided communication without ground truth

A privacy-preserved split learning solution for deep learning-based mmwave beam selection

Beyond supervised power control in massive MIMO network: Simple deep neural network solutions

Zhengming Zhang Information

University

Position

Phd of information and communication engineering with the School of Information Science and Engineering

Citations(all)

699

Citations(since 2020)

692

Cited By

175

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Zhengming Zhang Skills & Research Interests

Deep Learning

Reinforcement Learning

5G mobile networks

Top articles of Zhengming Zhang

Federated learning in heterogeneous networks with unreliable communication

IEEE Transactions on Wireless Communications

2023/9/15

Yao Zhu
Yao Zhu

H-Index: 2

Yulin Hu
Yulin Hu

H-Index: 10

Zhengming Zhang
Zhengming Zhang

H-Index: 7

Teach GPT to phish

2023/8/7

AIRA-DA: Adversarial Image Reconstruction Alignments for Unsupervised Domain Adaptive Object Detection

IEEE Robotics and Automation Letters

2023/4/17

Air-da: adversarial image reconstruction for unsupervised domain adaptive object detection

IEEE Robotics and Automation Letters (RA-L) 2023; arXiv preprint arXiv:2303.15377

2023/3/27

Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems

2023/3/26

A self-supervised learning-based channel estimation for IRS-aided communication without ground truth

IEEE Transactions on Wireless Communications

2023/1/10

A privacy-preserved split learning solution for deep learning-based mmwave beam selection

IEEE Communications Letters

2022/4/25

Zhengming Zhang
Zhengming Zhang

H-Index: 7

Luxi Yang
Luxi Yang

H-Index: 31

Beyond supervised power control in massive MIMO network: Simple deep neural network solutions

IEEE Transactions on Vehicular Technology

2022/1/27

Poison neural network-based mmwave beam selection and detoxification with machine unlearning

IEEE Transactions on Communications

2022/12/28

Meta-learning for beam prediction in a dual-band communication system

IEEE Transactions on Communications

2022/11/17

A personalized solution for deep learning-based mmWave beam selection

IEEE Wireless Communications Letters

2022/11/9

Zhengming Zhang
Zhengming Zhang

H-Index: 7

Luxi Yang
Luxi Yang

H-Index: 31

Backdoor federated learning-based mmWave beam selection

IEEE Transactions on Communications

2022/8/18

Neurotoxin: Durable backdoors in federated learning

2022/6/28

V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets

2022/6/19

Zhengming Zhang
Zhengming Zhang

H-Index: 7

Yulin Hu
Yulin Hu

H-Index: 10

Learning-based resource allocation in heterogeneous ultradense network

IEEE Internet of Things Journal

2022/5/6

Improving semi-supervised federated learning by reducing the gradient diversity of models

2021/12/15

Meta-Learning for mmWave Beam Prediction Using Sub-6 GHz Channels

2021/10/20

Zhengming Zhang
Zhengming Zhang

H-Index: 7

Luxi Yang
Luxi Yang

H-Index: 31

Deep reinforcement learning-empowered beamforming design for IRS-assisted MISO interference channels

2021/10/20

Influence of autoencoder-based data augmentation on deep learning-based wireless communication

IEEE Wireless Communications Letters

2021/6/28

Zhengming Zhang
Zhengming Zhang

H-Index: 7

Luxi Yang
Luxi Yang

H-Index: 31

Joint user association and power allocation in heterogeneous ultra dense network via semi-supervised representation learning

arXiv preprint arXiv:2103.15367

2021/3/29

See List of Professors in Zhengming Zhang University(Southeast University)

Co-Authors

academic-engine