Na Qin

According to our database, Na Qin authored at least 48 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Generalized Zero-Shot Learning for Fault Diagnosis in High-Speed Train Bogies Based on Enhanced Diffusion Generative Models.

Na Qin, Yirui Yin, Deqing Huang, Yiting You, Ranyang Hou

IEEE Trans. Reliab., June, 2025

A Multi-Rank Federated Distillation Framework for Data-Imbalance Fault Diagnosis of Multi-Railway High-Speed Train Bogies.

Jiahao Du, Na Qin, Deqing Huang, Xinming Jia, Yiming Zhang

IEEE Trans. Intell. Transp. Syst., April, 2025

A Stacked Generalized Zero-Shot Learning Framework for Fault Diagnosis of High-Speed Train Bogies With Data Imbalance.

Yirui Yin, Deqing Huang, Na Qin, Kang Li, Tianwei Wang, Ronghua Zong

IEEE Trans. Instrum. Meas., 2025

Heterogeneous Federated Large-Scale Model Architecture With Privacy Protection for Cross-Corporation Non-i.i.d. Fault Diagnosis.

Xinming Jia, Na Qin, Deqing Huang, Quanbo Ge, Yiming Zhang

IEEE Trans. Instrum. Meas., 2025

Efficient segmentation of intraoperative anatomical landmarks in laparoscopic cholecystectomy based on deep learning.

Zongjin Yang, Jun Wen, Deqing Huang, Aisen Yang, Rong Zhang, Bo Ren, Zhenhao Chen, Yirui Yin, Na Qin

Comput. Methods Programs Biomed., 2025

2024

An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training.

Jiahao Du, Na Qin, Deqing Huang, Yiming Zhang, Xinming Jia

IEEE Trans. Neural Networks Learn. Syst., July, 2024

MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT.

Aisen Yang, Lulu Xu, Na Qin, Deqing Huang, Ziyi Liu, Jian Shu

Appl. Intell., March, 2024

SCA-MADRL: Multiagent deep reinforcement learning framework based on state classification and assignment for intelligent shield attitude control.

Jin Xu, Jinfeng Bu, Na Qin, Deqing Huang

Expert Syst. Appl., January, 2024

Generalized Zero-Shot Approach Leveraging Attribute Space for High-Speed Train Bogie.

Yiming Zhang, Na Qin, Deqing Huang, Aisen Yang, Xinming Jia, Jiahao Du

IEEE Trans. Instrum. Meas., 2024

GraphFL: Graph Federated Learning for Fault Localization of Multirailway High-Speed Train Suspension Systems.

Xinming Jia, Na Qin, Deqing Huang, Jiahao Du, Yiming Zhang

IEEE Trans. Instrum. Meas., 2024

Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning.

Jiahao Du, Na Qin, Deqing Huang, Xinming Jia, Yiming Zhang

IEEE Trans. Instrum. Meas., 2024

2023

Spatial Adaptive Iterative Learning Tracking Control for High-Speed Trains Considering Passing Through Neutral Sections.

Deqing Huang, Yingxiang He, Wei Yu, Na Qin, Qingyuan Wang, Pengfei Sun

IEEE Trans. Syst. Man Cybern. Syst., October, 2023

Adaptive Iterative Learning Control for a Class of Nonlinear Strict-Feedback Systems With Unknown State Delays.

Yong Chen, Deqing Huang, Na Qin, Yanhui Zhang

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Fault Diagnosis of Multi-Railway High-Speed Train Bogies by Improved Federated Learning.

Na Qin, Jiahao Du, Yiming Zhang, Deqing Huang, Bi Wu

IEEE Trans. Veh. Technol., June, 2023

Resilient Coordinated Data-Driven Control of Multiple High-Speed Trains Under Fading Measurements and Denial-of-Service Attacks.

Wei Yu, Deqing Huang, Na Qin

IEEE Trans. Veh. Technol., May, 2023

Prediction of esophageal and gastric varices rebleeding for cirrhotic patients based on deep learning.

Ziyi Liu, Lulu Xu, Na Qin, Aisen Yang, Yuan Chen, Deqing Huang, Jian Shu

Biomed. Signal Process. Control., March, 2023

DenseNet Extension under the Generalized Zero-shot Learning Framework: A Novel strategy for Bogie Fault Diagnosis of High-speed Train.

Yiming Zhang, Yuanjiang Hu, Yirui Yin, Yiting You, Na Qin, Deqing Huang

Proceedings of the CAA Symposium on Fault Detection, 2023

Generalized Zero-Shot Learning Fault Diagnosis for Bogies of High-speed Trains based on Improved Generative Adversarial Networks.

Yirui Yin, Junjie Ma, Yiting You, Ranyang Hou, Na Qin, Deqing Huang

Proceedings of the CAA Symposium on Fault Detection, 2023

Enhancing Robustness in Multi-modal CT Image Segmentation with a Clustering-based Deep Active Learning Approach.

Aisen Yang, Lulu Xu, Ziyi Liu, Na Qin, Deqing Huang

Proceedings of the CAA Symposium on Fault Detection, 2023

An Extremely Lightweight Network with Blueprint Separable Convolution and Pruning for Diagnosing High-speed Train Bogie Faults.

Xinming Jia, Qingjie Liu, Tianwei Wang, Ranyang Hou, Na Qin, Deqing Huang

Proceedings of the CAA Symposium on Fault Detection, 2023

Federated Transfer Learning for Fault Diagnosis of High-speed Train Bogie With Data Security and Training Optimization.

Jiahao Du, Junqiang Cheng, Yiting You, Tianwei Wang, Na Qin, Deqing Huang

Proceedings of the CAA Symposium on Fault Detection, 2023

2022

High-Accuracy and Adaptive Fault Diagnosis of High-Speed Train Bogie Using Dense-Squeeze Network.

Yiming Zhang, Na Qin, Deqing Huang, Bi Wu, Ziyi Liu

IEEE Trans. Veh. Technol., 2022

Modeling and Second-Order Sliding Mode Control for Lateral Vibration of High-Speed Train With MR Dampers.

Xinyue Wang, Deqing Huang, Na Qin, Chunrong Chen, Kai Zhang

IEEE Trans. Intell. Transp. Syst., 2022

Precise Diagnosis of Unknown Fault of High-Speed Train Bogie Using Novel FBM-Net.

Yiming Zhang, Na Qin, Deqing Huang, Jiahao Du

IEEE Trans. Instrum. Meas., 2022

Stepwise Adaptive Convolutional Network for Fault Diagnosis of High-Speed Train Bogie Under Variant Running Speeds.

Na Qin, Bi Wu, Deqing Huang, Yiming Zhang

IEEE Trans. Ind. Informatics, 2022

A clustered blueprint separable convolutional neural network with high precision for high-speed train bogie fault diagnosis.

Xinming Jia, Na Qin, Deqing Huang, Yiming Zhang, Jiahao Du

Neurocomputing, 2022

Efficient Axillary Lymph Node Detection Via Two-stage Spatial-information-fusion-based CNN.

Ziyi Liu, Deqing Huang, Chunmei Yang, Jian Shu, Jinhan Li, Na Qin

Comput. Methods Programs Biomed., 2022

2021

Erratum to "Fault Diagnosis of High-Speed Train Bogie Based on the Improved-CEEMDAN and 1-D CNN Algorithms".

Deqing Huang, Shupan Li, Na Qin, Yuanjie Zhang

IEEE Trans. Instrum. Meas., 2021

Fault Diagnosis of High-Speed Train Bogie Based on the Improved-CEEMDAN and 1-D CNN Algorithms.

Deqing Huang, Shupan Li, Na Qin, Yuanjie Zhang

IEEE Trans. Instrum. Meas., 2021

Iterative Learning Operation Control of High-Speed Trains With Adhesion Dynamics.

Deqing Huang, Wanqiu Yang, Tengfei Huang, Na Qin, Yong Chen, Ying Tan

IEEE Trans. Control. Syst. Technol., 2021

LeanNet: An Efficient Convolutional Neural Network for Digital Number Recognition in Industrial Products.

Na Qin, Longkai Liu, Deqing Huang, Bi Wu, Zonghong Zhang

Sensors, 2021

Fault diagnosis of high-speed train bogie based on LSTM neural network.

Deqing Huang, Yuanzhe Fu, Na Qin, Shibin Gao

Sci. China Inf. Sci., 2021

Axillary lymph node metastasis prediction by contrast-enhanced computed tomography images for breast cancer patients based on deep learning.

Ziyi Liu, Sijie Ni, Chunmei Yang, Weihao Sun, Deqing Huang, Hu Su, Jian Shu, Na Qin

Comput. Biol. Medicine, 2021

Multi-scale Convolutional Neural Network for Fault-locating of High-speed Train Bogie.

Wu, Na Qin, Longguan Zhang, Kaifu Li, Suimei Liu, Deqing Huang

Proceedings of the CAA Symposium on Fault Detection, 2021

2020

Multiple Convolutional Recurrent Neural Networks for Fault Identification and Performance Degradation Evaluation of High-Speed Train Bogie.

Na Qin, Kaiwei Liang, Deqing Huang, Lei Ma, Andrew H. Kemp

IEEE Trans. Neural Networks Learn. Syst., 2020

Damage Localization of Stacker's Track Based on EEMD-EMD and DBSCAN Cluster Algorithms.

Shupan Li, Na Qin, Darong Huang, Deqing Huang, Lanyan Ke

IEEE Trans. Instrum. Meas., 2020

Fault Diagnosis of High-Speed Train Bogie Based on Capsule Network.

Lingling Chen, Na Qin, Xi Dai, Deqing Huang

IEEE Trans. Instrum. Meas., 2020

Automatic obstacle avoidance of quadrotor UAV via CNN-based learning.

Xi Dai, Yuxin Mao, Tianpeng Huang, Na Qin, Deqing Huang, Yanan Li

Neurocomputing, 2020

Iterative learning of human partner's desired trajectory for proactive human-robot collaboration.

Jingkang Xia, Deqing Huang, Yanan Li, Na Qin

Int. J. Intell. Robotics Appl., 2020

2019

Fault Diagnosis of High-Speed Train Bogie by Residual-Squeeze Net.

Liyuan Su, Lei Ma, Na Qin, Deqing Huang, Andrew H. Kemp

IEEE Trans. Ind. Informatics, 2019

Output Feedback Repetitive Learning Control of an Electrohydraulic Actuator of a Lower Limb Rehabilitation Exoskeleton.

Yong Yang, Lei Ma, Deqing Huang, Na Qin

Comput. Sci. Eng., 2019

Tracking Control via Iterative Learning for High-Speed Trains With Distributed Input Constraints.

Yong Chen, Deqing Huang, Tengfei Huang, Na Qin

IEEE Access, 2019

Fault Diagnosis and Tolerant Control for Sensors of PWM Rectifier Under High Switching Frequency.

Zifeng Gong, Habib Ullah Khan Jadoon, Deqing Huang, Na Qin, Lei Ma

Proceedings of the CAA Symposium on Fault Detection, 2019

2018

Convolutional Recurrent Neural Network for Fault Diagnosis of High-Speed Train Bogie.

Kaiwei Liang, Na Qin, Deqing Huang, Yuanzhe Fu

Complex., 2018

Adaptive Cooperative Tracking Control of Multi-Agent Systems With Unknown Actuators Hysteresis.

Tao Yu, Lei Ma, Na Qin

IEEE Access, 2018

1D Convolutional Neural Networks For Fault Diagnosis of High-speed Train Bogie.

Kaiwei Liang, Na Qin, Deqing Huang, Lei Ma, Yuanzhe Fu, Chunrong Chen

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2016

Double-Trapezium Cylinder Codebook Model Based on YUV Color Model for Foreground Detection with Shadow and Highlight Suppression.

Jin Huang, Weidong Jin, Duo Zhao, Na Qin, Qi Li

J. Signal Process. Syst., 2016

2011

Adaptive picking of microseismic event arrival using a power spectrum envelope.

Xiantai Gou, Zhimin Li, Na Qin, Weidong Jin

Comput. Geosci., 2011