Qun-Xiong Zhu - researchr alias

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Viewing Publication 1 - 36 from 36

2025

Novel Manifold Autoencoder for Industrial Process Fault DiagnosisYan-Lin He, Zi-Yang Lu, Qun-Xiong Zhu. tii, 21(1):858-865, January 2025. [doi]

Triple-Gated Bidirectional Variational Pyramid Network for Multirate Industrial Soft SensingYan-Lin He, Wei Zhang, Lei Chen, Yuan Xu, Qun-Xiong Zhu, Huihui Gao. tase, 22:12756-12767, 2025. [doi]

Cross-Modality Manifold Adaptive Network for Industrial Multimode Processes and Its ApplicationsXiao-Lu Song, Ning Zhang, Yan-Lin He, Yuan Xu, Qun-Xiong Zhu. tase, 22:7845-7854, 2025. [doi]

MDFF: Multi-Domain feature fusion for anomaly recognitionYuan Xu, Cheng-Shu Ye, Hai-Ming Niu, Si-Yuan Chen, Yi Luo, Qun-Xiong Zhu, Yan-Lin He, Yang Zhang 0032, Ming-qing Zhang. aei, 64:103047, 2025. [doi]

Virtual sample generation for soft-sensing in small sample scenarios using glow-embedded variational autoencoderYan Xu, Qun-Xiong Zhu, Wei Ke, Yan-Lin He, Ming-qing Zhang, Yuan Xu. cce, 193:108925, 2025. [doi]

Multiattention Spatiotemporal Fusion Graph Neural Network for Chemical Process Fault DiagnosisYuan Xu, Chuan Zhang, Yi Luo, Wei Ke 0001, Qun-Xiong Zhu, Yan-Lin He, Yang Zhang 0032, Ming-qing Zhang. tim, 74:1-13, 2025. [doi]

Latent temporal smoothness-induced Schatten-p norm factorization for sequential subspace clusteringYuan Xu, Zhen-Zhen Zhao, Tong-Wei Lu, Wei Ke 0001, Yi Luo, Yan-Lin He, Qun-Xiong Zhu, Yang Zhang 0032, Ming-qing Zhang. eaai, 139:109476, 2025. [doi]

Regression loss-assisted conditional style generative adversarial network for virtual sample generation with small data in soft sensingXue-Yu Zhang, Qun-Xiong Zhu, Wei Ke 0001, Yan-Lin He, Ming-qing Zhang, Yuan Xu. eaai, 147:110306, 2025. [doi]

2024

Adaptive Multi-Head Self-Attention Based Supervised VAE for Industrial Soft Sensing With Missing DataLei Chen, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. tase, 21(3):3564-3575, July 2024. [doi]

Soft Sensor Enhancement for Multimodal Industrial Process Data: Meta Regression Gaussian Mixture Variational AutoencoderLei Chen, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. tim, 73:1-9, 2024. [doi]

Adversarial Attacks for Neural Network-Based Industrial Soft Sensors: Mirror Output Attack and Translation Mirror Output AttackLei Chen, Qun-Xiong Zhu, Yan-Lin He. tii, 20(2):2378-2386, February 2024. [doi]

Novel Multiattribute Space-Based LSTM for Industrial Soft Sensor ApplicationsYan-Lin He, Shao-Hua Lv, Qun-Xiong Zhu, Shan Lu. tii, 20(3):4745-4752, March 2024. [doi]

Improved Bi-LSTM With Distributed Nonlinear Extensions and Parallel Inputs for Soft SensingYan-Lin He, Peng-fei Wang, Qun-Xiong Zhu. tii, 20(3):3748-3755, March 2024. [doi]

Novel Schur Decomposition Orthogonal Exponential DLPP With Mixture Distance for Fault DiagnosisYan-Lin He, Jin-Tao Liang, Ye Tian, Qun-Xiong Zhu. tii, 20(4):5601-5608, April 2024. [doi]

Novel Distributed GRUs Based on Hybrid Self-Attention Mechanism for Dynamic Soft SensingYan-Lin He, Xing-Yuan Li 0001, Yuan Xu, Qun-Xiong Zhu, Shan Lu 0009. tase, 21(4):5161-5172, October 2024. [doi]

Quality Regularization-Based Semisupervised Adversarial Transfer Model With Unlabeled Data for Industrial Soft SensingYan-Lin He, Lei Chen, Qun-Xiong Zhu. tii, 20(2):1190-1197, February 2024. [doi]

Data Mode-Related Generative Adversarial Network for Industrial Soft Sensor ApplicationXingyuan Li, Qun-Xiong Zhu, Yan-Lin He. tii, 20(3):4198-4205, March 2024. [doi]

Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft SensingXiao-Lu Song, Lei Chen, Ning Zhang, Yan-Lin He, Yuan Xu, Qun-Xiong Zhu. tii, 20(10):12168-12177, October 2024. [doi]

Novel Deep Layers-Extended Autoencoder With Correlation and Its Industrial Soft SensingYe Tian, Qun-Xiong Zhu, Yan-Lin He. tii, 20(1):596-604, January 2024. [doi]

Novel Multiscale Trend Decomposition LSTM Based on Feature Selection for Industrial Soft SensingPeng-fei Wang, Qun-Xiong Zhu, Yan-Lin He. tii, 20(12):14249-14256, December 2024. [doi]

Novel Virtual Sample Generation Approach Using Cubic Spline Interpolation Based Autoencoder for Industrial Soft Sensing Under the Condition of Limited SamplesPeng-fei Wang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. codit 2024: 581-586 [doi]

Novel Virtual Sample Generation Using Score Based Model for Addressing Small Data in Soft SensingHai-Lin Wang, Qun-Xiong Zhu, Yan-Lin He, Yuan Xu. codit 2024: 199-204 [doi]

Novel dual-network autoencoder based adversarial domain adaptation with Wasserstein divergence for fault diagnosis of unlabeled dataJun-Feng Yang, Ning Zhang, Yan-Lin He, Qun-Xiong Zhu, Yuan Xu. eswa, 238(Part F):122393, March 2024. [doi]

Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault DiagnosisNing Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. tase, 21(3):3461-3471, July 2024. [doi]

2023

Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensingYan-Lin He, Xing-Yuan Li, Jia-Hui Ma, Qun-Xiong Zhu, Shan Lu 0009. eaai, 119:105737, March 2023. [doi]

Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault DiagnosisYan-Lin He, Kun Li, Li-Long Liang, Yuan Xu, Qun-Xiong Zhu. tr, 72(1):166-176, March 2023. [doi]

A New Distributed Echo State Network Integrated With an Auto-Encoder for Dynamic Soft SensingYan-Lin He, Lei Chen, Yuan Xu, Qun-Xiong Zhu, Shan Lu. tim, 72:1-8, 2023. [doi]

Novel virtual sample generation method based on data augmentation and weighted interpolation for soft sensing with small dataXiao-Lu Song, Yan-Lin He, Xing-Yuan Li, Qun-Xiong Zhu, Yuan Xu. eswa, 225:120085, September 2023. [doi]

Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault DiagnosisNing Zhang, Ye Tian, Xin Wei Wang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. tim, 72:1-9, 2023. [doi]

Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial ProcessesNing Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. tr, 72(1):204-213, March 2023. [doi]

Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault DiagnosisNing Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. tii, 19(5):6284-6294, May 2023. [doi]

Novel Regularization Double Preserving Integrated With Neighborhood Locality Projections for Fault DiagnosisNing Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He. tii, 19(10):10478-10488, October 2023. [doi]

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