Qinghe Zheng - RankMe

55 papers C 2Journal 42Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A survey on deep learning enabled automatic modulation classification methods: Data representations, model structures, and regularization techniques. Signal Process. Xinyu Tian, Qinghe Zheng, Binglin Li, Dali Qiao, Kan Yu, Zhiqing Wei, Bin Li, Hao Jiang, Xingwang Li, Yun Lin, Guan Gui
2026	J	`jnl`	Generative AI and the Foundation Model Era: A Comprehensive Review. Big Data Cogn. Comput. Abdussalam Elhanashi, Siham Essahraui, Pierpaolo Dini, Davide Paolini, Qinghe Zheng, Sergio Saponara
2026	J	`jnl`	Tiny deep learning models for real-time and efficient embedded driver state detection. J. Real Time Image Process. Siham Essahraui, Abdussalam Elhanashi, Qinghe Zheng, Nawal Almutairi, Sergio Saponara
2025	J	`jnl`	A Massive MIMO Channel Estimation Method Based on Hybrid Deep Learning Model With Regularization Techniques. Int. J. Intell. Syst. Xinyu Tian, Qinghe Zheng
2025	J	`jnl`	A Survey of Artificial Intelligence Enabled Channel Estimation Methods: Recent Advance, Performance, and Outlook. Artif. Intell. Rev. Binglin Li, Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Guan Gui, Weiwei Jiang, Hongjiang Lei, Jing Jiang, Feng Shu, Abdussalam Elhanashi, Sergio Saponara
2025	J	`jnl`	AI-Powered Object Detection in Radiology: Current Models, Challenges, and Future Direction. J. Imaging Abdussalam Elhanashi, Sergio Saponara, Qinghe Zheng, Nawal Almutairi, Yashbir Singh, Shiba Kuanar, Farzana Z. Ali, Orhan Unal, Shahriar Faghani
2025	J	`jnl`	Adaptive Homophily Clustering: Structure Homophily Graph Learning With Adaptive Filter for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. Yao Ding, Zhili Zhang, Weijie Kang, Aitao Yang, Junyang Zhao, Jie Feng, Danfeng Hong, Qinghe Zheng
2025	J	`jnl`	CTFN: Multi-scale CNN and transformer with graph encodings fusion network for hyperspectral image classification. Expert Syst. Appl. Aitao Yang, Min Li, Yao Ding, Yujie He, Meiqiao Bi, Qinghe Zheng
2025	J	`jnl`	Co-Learning-Aided Multi-Modal-Deep-Learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver. IEEE J. Sel. Top. Signal Process. Jiatong Bai, Feng Shu, Fuhui Zhou, Qinghe Zheng, Bo Xu, Baihua Shi, Yiwen Chen, Weibin Zhang, Xianpeng Wang
2025	—	`conf`	Early Stroke Detection: A Mobile Application for Real-Time Stroke Diagnosis Using Video and Lightweight Deep Learning. ISMICT Abdussalam Elhanashi, Massimiliano Donati, Sergio Saponara, Qinghe Zheng, Yuankai Huo, Yashbir Singh, Farzana Z. Ali, Shiba Kuanar, Orhan Unal, Khaled Younis
2025	J	`jnl`	Federated Learning for Semantic Communication Based on CNNs and Transformer. Int. J. Intell. Syst. Shufeng Li, Yujun Cai, Zhaokai Deng, Xinran Ba, Qinghe Zheng, Xinruo Zhang, Baoxin Su
2025	J	`jnl`	Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects. Int. J. Intell. Syst. Qinghe Zheng, Xinyu Tian, Lisu Yu, Abdussalam Elhanashi, Sergio Saponara
2025	J	`jnl`	Reconstruction error based implicit regularization method and its engineering application to lung cancer diagnosis. Eng. Appl. Artif. Intell. Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Shuang Han, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
2025	J	`jnl`	Rethinking the multi-scale feature hierarchy in object detection transformer (DETR). Appl. Soft Comput. Fanglin Liu, Qinghe Zheng, Xinyu Tian, Feng Shu, Weiwei Jiang, Miaohui Wang, Abdussalam Elhanashi, Sergio Saponara
2025	J	`jnl`	Robust automatic modulation classification using asymmetric trilinear attention net with noisy activation function. Eng. Appl. Artif. Intell. Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Mingqiang Yang, Abdussalam Elhanashi, Sergio Saponara
2025	J	`jnl`	The Abnormal Diagnosis Method for Process Parameter Fluctuation Based on Power Spectral Density and Statistical Characteristics. IET Signal Process. Zhu Wang, Jiale Zhan, Qinghe Zheng, Shaokang Zhang
2025	J	`jnl`	Weak Preprocessing Iris Feature Matching Based on Bipartite Graph. IET Signal Process. Jin Zhang, Kangwei Wang, Rongrong Shi, Feng Xie, Qinghe Zheng, Ruizhe Zhang, Cheng Wu, Yiming Wang
2024	—	`conf`	Advanced Deep Learning in Medical Imaging: Brain Tumor Detection and Localization with YOLOv9. ApplePies Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini, Qinghe Zheng, Farzana Z. Ali, Yashbir Singh, Shiba Kuanar, Yuankai Huo, Khaled Younis
2024	J	`jnl`	Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction. Expert Syst. Appl. Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Bo Jin, Nan Jiang, Yao Ding, Mingqiang Yang, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
2024	J	`jnl`	Att-U2Net: Using Attention to Enhance Semantic Representation for Salient Object Detection. IET Signal Process. Chenzhe Jiang, Banglian Xu, Qinghe Zheng, Zhengtao Li, Leihong Zhang, Zimin Shen, Quan Sun, Dawei Zhang
2024	J	`jnl`	Co-learning-aided Multi-modal-deep-learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver. CoRR Jiatong Bai, Feng Shu, Qinghe Zheng, Bo Xu, Baihua Shi, Yiwen Chen, Weibin Zhang, Xianpeng Wang
2024	J	`jnl`	Dynamical graph neural network with attention mechanism for epilepsy detection using single channel EEG. Medical Biol. Eng. Comput. Yang Li, Yang Yang, Qinghe Zheng, Yunxia Liu, Hongjun Wang, Shangling Song, Penghui Zhao
2024	J	`jnl`	Infrared Small Target Detection Based on Density Peak Search and Local Features. IET Signal Process. Leihong Zhang, Hui Yang, Qinghe Zheng, Yiqiang Zhang, Dawei Zhang
2024	J	`jnl`	TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices. J. Real Time Image Process. Abdussalam Elhanashi, Pierpaolo Dini, Sergio Saponara, Qinghe Zheng
2023	—	`conf`	A Pedestrian Detection Method Based on YOLOv7 Model. ApplePies Binglin Li, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara
2023	J	`jnl`	A Real-Time Vehicle Speed Prediction Method Based on a Lightweight Informer Driven by Big Temporal Data. Big Data Cogn. Comput. Xinyu Tian, Qinghe Zheng, Zhiguo Yu, Mingqiang Yang, Yao Ding, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
2023	J	`jnl`	An integrated and real-time social distancing, mask detection, and facial temperature video measurement system for pandemic monitoring. J. Real Time Image Process. Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini, Qinghe Zheng, Daiki Morita, Bisser Raytchev
2023	—	`conf`	Assembly of Solder Beads with a Surface Mount Technology Resistor with Optoelectronic Tweezers and Freezing-Drying Techniques. ApplePies Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini, Qinghe Zheng, Abdurazak Saide, Weizhen Li, Steven Neale
2023	—	`conf`	Car Recognition Based on HOG Feature and SVM Classifier. ApplePies Xuanming Zhu, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini
2023	J	`jnl`	Classification and Localization of Multi-Type Abnormalities on Chest X-Rays Images. IEEE Access Abdussalam Elhanashi, Sergio Saponara, Qinghe Zheng
2023	J	`jnl`	DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization. Eng. Appl. Artif. Intell. Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara
2023	—	`conf`	Dynamic Capture Algorithm Based on Visual Background Extractor (Vibe). ApplePies Dali Qiao, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara
2023	J	`jnl`	Facial expression recognition based on hybrid geometry-appearance and dynamic-still feature fusion. Multim. Tools Appl. Ruyu Yan, Mingqiang Yang, Qinghe Zheng, Deqiang Wang, Cheng Peng
2023	J	`jnl`	Multi-match: mutual information maximization and CutEdge for semi-supervised learning. Multim. Tools Appl. Yulin Wu, Lei Chen, Dong Zhao, Hongchao Zhou, Qinghe Zheng
2023	J	`jnl`	Perturbation consistency and mutual information regularization for semi-supervised semantic segmentation. Multim. Syst. Yulin Wu, Chang Liu, Lei Chen, Dong Zhao, Qinghe Zheng, Hongchao Zhou
2022	—	`conf`	A Blind Modulation Classification Method Based on Decision Tree and High Order Cumulants. ApplePies Yulai He, Hua Wu, Qinghe Zheng, Yang Liu, Abdussalam Elhanashi, Sergio Saponara
2022	J	`jnl`	A High-Dimensional and Small-Sample Submersible Fault Detection Method Based on Feature Selection and Data Augmentation. Sensors Penghui Zhao, Qinghe Zheng, Zhongjun Ding, Yi Zhang, Hongjun Wang, Yang Yang
2022	J	`jnl`	Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19. J. Real Time Image Process. Sergio Saponara, Abdussalam Elhanashi, Qinghe Zheng
2022	J	`jnl`	Fine-Grained Modulation Classification Using Multi-Scale Radio Transformer With Dual-Channel Representation. IEEE Commun. Lett. Qinghe Zheng, Penghui Zhao, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara
2022	—	`conf`	Machine Learning Techniques for Anomaly-Based Detection System on CSE-CIC-IDS2018 Dataset. ApplePies Abdussalam Elhanashi, Kaouther Gasmi, Andrea Begni, Pierpaolo Dini, Qinghe Zheng, Sergio Saponara
2022	—	`conf`	Modulation Recognition Based on BP Neural Network. ApplePies Zhiwei Sun, Hua Wu, Qinghe Zheng, Yang Liu, Abdussalam Elhanashi, Sergio Saponara
2021	—	`conf`	An Intelligent Non-cooperative Spectrum Sensing Method Based on Convolutional Auto-encoder (CAE). ApplePies Qinghe Zheng, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara, Deliang Zhang
2021	J	`jnl`	An intelligent wireless communication model based on multi-feature fusion and quantile regression neural network. J. Intell. Fuzzy Syst. Qinghe Zheng, Mingqiang Yang, Deqiang Wang, Xinyu Tian, Huake Su
2021	J	`jnl`	CLMIP: cross-layer manifold invariance based pruning method of deep convolutional neural network for real-time road type recognition. Multidimens. Syst. Signal Process. Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Huake Su
2021	J	`jnl`	Cover: International Journal of Intelligent Systems, Volume 36 Issue 12 December 2021. Int. J. Intell. Syst. Qinghe Zheng, Penghui Zhao, Deliang Zhang, Hongjun Wang
2021	J	`jnl`	Detection of the Deep-Sea Plankton Community in Marine Ecosystem with Underwater Robotic Platform. Sensors Jiaxing Wang, Mingqiang Yang, Zhongjun Ding, Qinghe Zheng, Deqiang Wang, Kidiyo Kpalma, Jinchang Ren
2021	J	`jnl`	MR-DCAE: Manifold regularization-based deep convolutional autoencoder for unauthorized broadcasting identification. Int. J. Intell. Syst. Qinghe Zheng, Penghui Zhao, Deliang Zhang, Hongjun Wang
2021	J	`jnl`	Recreating Fingerprint Images by Convolutional Neural Network Autoencoder Architecture. IEEE Access Sergio Saponara, Abdussalam Elhanashi, Qinghe Zheng
2021	J	`jnl`	Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification. Neural Comput. Appl. Qinghe Zheng, Penghui Zhao, Yang Li, Hongjun Wang, Yang Yang
2020	—	`conf`	Multi-scale Attention Net for Retina Blood Vessel Segmentation. CSAI Yulin Wu, Anqi Liu, Lei Chen, Dong Zhao, Hongchao Zhou, Qinghe Zheng
2020	J	`jnl`	PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning. Multidimens. Syst. Signal Process. Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Yulin Wu, Huake Su
2019	J	`jnl`	Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network. J. Intell. Fuzzy Syst. Qinghe Zheng, Xinyu Tian, Nan Jiang, Mingqiang Yang
2018	J	`jnl`	Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process. IEEE Access Qinghe Zheng, Mingqiang Yang, Jiajie Yang, Qingrui Zhang, Xinxin Zhang
2017	C	`conf`	Fine-grained image classification based on the combination of artificial features and deep convolutional activation features. ICCC Qinghe Zheng, Mingqiang Yang, Qingrui Zhang, Xinxin Zhang
2017	C	`conf`	Segmentation of hand gesture based on dark channel prior in projector-camera system. ICCC Qingrui Zhang, Mingqiang Yang, Qinghe Zheng, Xinxin Zhang