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Qinghe Zheng

Observed names: Q L Zheng, Q. Zheng, Zheng, Qinghe
ORCID: 0000-0003-1466-2542
Observed ORCIDs: 0000-0003-1466-2542, 0000-0001-8037-7323, 0009-0003-9628-8546
OpenAlex ID: A5102026679
Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process
2018 · Qinghe Zheng, Mingqiang Yang, et al. · IEEE Access · 259
MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification
2021 · Qinghe Zheng, Penghui Zhao, et al. · International Journal of Intelligent Systems · 207
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification
2020 · Qinghe Zheng, Penghui Zhao, et al. · Neural Computing and Applications · 204
MobileRaT: A Lightweight Radio Transformer Method for Automatic Modulation Classification in Drone Communication Systems
2023 · Qinghe Zheng, Xinyu Tian, et al. · Drones · 157
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Overview on Intrusion Detection Systems Design Exploiting Machine Learning for Networking Cybersecurity
2023 · Pierpaolo Dini, Abdussalam Elhanashi, et al. · Applied Sciences · 157
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A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT
2023 · Qinghe Zheng, Sergio Saponara, et al. · Cognitive Neurodynamics · 151
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Fine-Grained Modulation Classification Using Multi-Scale Radio Transformer With Dual-Channel Representation
2022 · Qinghe Zheng, Penghui Zhao, et al. · IEEE Communications Letters · 146
Advancements in TinyML: Applications, Limitations, and Impact on IoT Devices
2024 · Abdussalam Elhanashi, Pierpaolo Dini, et al. · Electronics · 124
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DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization
2023 · Qinghe Zheng, Xinyu Tian, et al. · Engineering Applications of Artificial Intelligence · 110
A triple-thresholds pavement crack detection method leveraging random structured forest
2020 · Cheng Peng, Mingqiang Yang, et al. · Construction and Building Materials · 105
PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning
2019 · Qinghe Zheng, Xinyu Tian, et al. · Multidimensional Systems and Signal Processing · 104
Rethinking the multi-scale feature hierarchy in object detection transformer (DETR)
2025 · Fanglin Liu, Qinghe Zheng, et al. · Applied Soft Computing · 100
A real-time transformer discharge pattern recognition method based on CNN-LSTM driven by few-shot learning
2023 · Qinghe Zheng, Ruoyu Wang, et al. · Electric Power Systems Research · 100
Adaptive Homophily Clustering: Structure Homophily Graph Learning With Adaptive Filter for Hyperspectral Image
2025 · Yao Ding, Zhili Zhang, et al. · IEEE Transactions on Geoscience and Remote Sensing · 89
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Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects
2025 · Qinghe Zheng, Xinyu Tian, et al. · International Journal of Intelligent Systems · 83
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Integration of Deep Learning into the IoT: A Survey of Techniques and Challenges for Real-World Applications
2023 · Abdussalam Elhanashi, Pierpaolo Dini, et al. · Electronics · 83
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Application of wavelet-packet transform driven deep learning method in PM2.5 concentration prediction: A case study of Qingdao, China
2023 · Qinghe Zheng, Xinyu Tian, et al. · Sustainable Cities and Society · 81
Robust automatic modulation classification using asymmetric trilinear attention net with noisy activation function
2024 · Qinghe Zheng, Xinyu Tian, et al. · Engineering Applications of Artificial Intelligence · 66
Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network
2019 · Qinghe Zheng, Xinyu Tian, et al. · Journal of Intelligent & Fuzzy Systems · 65
Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction
2023 · Qinghe Zheng, Xinyu Tian, et al. · Expert Systems with Applications · 60
Machine Learning Techniques for Anomaly-Based Detection System on CSE-CIC-IDS2018 Dataset
2023 · Abdussalam Elhanashi, Kaouther Gasmi, et al. · Lecture notes in electrical engineering · 46
TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices
2024 · Abdussalam Elhanashi, Pierpaolo Dini, et al. · Journal of Real-Time Image Processing · 45
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Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19
2022 · Sergio Saponara, Abdussalam Elhanashi, et al. · Journal of Real-Time Image Processing · 44
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Recreating Fingerprint Images by Convolutional Neural Network Autoencoder Architecture
2021 · Sergio Saponara, Abdussalam Elhanashi, et al. · IEEE Access · 42
Reconstruction error based implicit regularization method and its engineering application to lung cancer diagnosis
2024 · Qinghe Zheng, Xinyu Tian, et al. · Engineering Applications of Artificial Intelligence · 39
Works count: 82
Citation count: 3,066
H-index: 29
I10-index: 43
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