Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated With Sparse Autoencoder. - Yan-Lin He; Kun Li 012; Ning Zhang 036; Yuan Xu 016; Qun-Xiong Zhu (IEEE Trans. Instrum. Meas., 2021)

Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis. - Yan-Lin He; Kun Li 012; Li-Long Liang; Yuan Xu 016; Qun-Xiong Zhu (IEEE Trans. Reliab., 2023)

Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes. - Ning Zhang 036; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Reliab., 2023)

Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault Diagnosis. - Ning Zhang 036; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Ind. Informatics, 2023)

Novel virtual sample generation method based on data augmentation and weighted interpolation for soft sensing with small data. - Xiao-Lu Song; Yan-Lin He; Xing-Yuan Li 001; Qun-Xiong Zhu; Yuan Xu 016 (Expert Syst. Appl., 2023)

Novel Regularization Double Preserving Integrated With Neighborhood Locality Projections for Fault Diagnosis. - Ning Zhang 036; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Ind. Informatics, 2023)

IC points weight learning-based GCN and improving feature distribution for industrial fault diagnosis. - Haoyang Qing; Ning Zhang 036; Yanlin He; Yuan Xu 016; Qunxiong Zhu (Expert Syst. Appl., 2024)

Soft Sensor Enhancement for Multimodal Industrial Process Data: Meta Regression Gaussian Mixture Variational Autoencoder. - Lei Chen 080; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Instrum. Meas., 2024)

Adaptive Multi-Head Self-Attention Based Supervised VAE for Industrial Soft Sensing With Missing Data. - Lei Chen 080; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans Autom. Sci. Eng., 2024)

Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault Diagnosis. - Ning Zhang 036; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans Autom. Sci. Eng., 2024)

Novel Distributed GRUs Based on Hybrid Self-Attention Mechanism for Dynamic Soft Sensing. - Yan-Lin He; Xing-Yuan Li 001; Yuan Xu 016; Qun-Xiong Zhu; Shan Lu 009 (IEEE Trans Autom. Sci. Eng., 2024)

Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing. - Xiao-Lu Song; Lei Chen 080; Ning Zhang 036; Yan-Lin He; Yuan Xu 016; Qun-Xiong Zhu (IEEE Trans. Ind. Informatics, 2024)

Novel Semi-Supervised Seasonal-Trend VTN for Multimode Process IoT Soft Sensing. - Yan-Lin He; Yang-Xiao-Yu Zhou; Yuan Xu 016; Qun-Xiong Zhu; Xingyuan Li 001 (IEEE Internet Things J., 2025)

Triple-Gated Bidirectional Variational Pyramid Network for Multirate Industrial Soft Sensing. - Yan-Lin He; Wei Zhang; Lei Chen 080; Yuan Xu 016; Qun-Xiong Zhu; Huihui Gao (IEEE Trans Autom. Sci. Eng., 2025)

Cross-Modality Manifold Adaptive Network for Industrial Multimode Processes and Its Applications. - Xiao-Lu Song; Ning Zhang 036; Yan-Lin He; Yuan Xu 016; Qun-Xiong Zhu (IEEE Trans Autom. Sci. Eng., 2025)

Novel LPP-Constructed Topology Integrated With Knowledge-Based GCN for Fault Diagnosis. - Jin-Tao Liang; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Instrum. Meas., 2025)

Industrial Data Imputation Based on Multiscale Spatiotemporal Information Embedding With Asymmetrical Transformer. - Xing-Yuan Li 001; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Neural Networks Learn. Syst., 2025)

AMCT-Former: An Asynchronous Multi-Rate Continuous-Time Transformer for Industrial Soft Sensing. - Peng-Fei Wang; Yuan Xu 016; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans Autom. Sci. Eng., 2026)

A Knowledge-Data Integrated Graph Convolutional Network for Fault Diagnosis in Industrial Processes. - Yan-Lin He; Zi-Yang Lu; Yuan Xu 016; Qun-Xiong Zhu; Xin Pan (IEEE Trans. Syst. Man Cybern. Syst., 2026)