Yan-Lin He

58 papers C 4Journal 51Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Knowledge-Data Integrated Graph Convolutional Network for Fault Diagnosis in Industrial Processes.
IEEE Trans. Syst. Man Cybern. Syst.
Yan-Lin He, Zi-Yang Lu, Yuan Xu, Qun-Xiong Zhu, Xin Pan
2026 J jnl
Knowledge graph augmented meta-learning with condition-sensitive pseudo-labeling for semi-supervised fault diagnosis under multiple working conditions.
Expert Syst. Appl.
Ke-Yu Wu, Yuan Xu, Yi Luo, Wei Ke, Yan-Lin He, Qun-Xiong Zhu, Yang Zhang, Ming-Qing Zhang
2026 J jnl
Novel Temporal Autoencoder Model Based on STD for Industrial Soft Sensing.
IEEE Trans. Ind. Informatics
Yan-Lin He, Yu Jiang, Yuan Xu, Qun-Xiong Zhu
2025 J jnl
A novel virtual sample generation method based on dual correlation generative adversarial nets for soft sensing application.
Inf. Sci.
Qun-Xiong Zhu, Jie-Long Zhang, Xiao-Lu Song, Yan-Lin He, Yuan Xu
2025 J jnl
Attention-guided low-rank convolutional weighting for industrial missing data attacks.
Eng. Appl. Artif. Intell.
Ming-Qing Zhang, Liang-Yu Zhou, Guo-Yu Liu, Yan-Lin He, Qun-Xiong Zhu, Xin-Yi Cao, Yang Zhang, Yuan Xu
2025 J jnl
Cross-Modality Manifold Adaptive Network for Industrial Multimode Processes and Its Applications.
IEEE Trans Autom. Sci. Eng.
Xiao-Lu Song, Ning Zhang, Yan-Lin He, Yuan Xu, Qun-Xiong Zhu
2025 J jnl
Industrial Data Imputation Based on Multiscale Spatiotemporal Information Embedding With Asymmetrical Transformer.
IEEE Trans. Neural Networks Learn. Syst.
Xing-Yuan Li, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2025 J jnl
Latent temporal smoothness-induced Schatten-p norm factorization for sequential subspace clustering.
Eng. Appl. Artif. Intell.
Yuan Xu, Zhen-Zhen Zhao, Tong-Wei Lu, Wei Ke, Yi Luo, Yan-Lin He, Qun-Xiong Zhu, Yang Zhang, Ming-Qing Zhang
2025 J jnl
MDFF: Multi-Domain feature fusion for anomaly recognition.
Adv. Eng. Informatics
Yuan Xu, Cheng-Shu Ye, Hai-Ming Niu, Si-Yuan Chen, Yi Luo, Qun-Xiong Zhu, Yan-Lin He, Yang Zhang, Ming-Qing Zhang
2025 J jnl
Multiattention Spatiotemporal Fusion Graph Neural Network for Chemical Process Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Yuan Xu, Chuan Zhang, Yi Luo, Wei Ke, Qun-Xiong Zhu, Yan-Lin He, Yang Zhang, Ming-Qing Zhang
2025 J jnl
Novel LPP-Constructed Topology Integrated With Knowledge-Based GCN for Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Jin-Tao Liang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2025 J jnl
Novel Manifold Autoencoder for Industrial Process Fault Diagnosis.
IEEE Trans. Ind. Informatics
Yan-Lin He, Zi-Yang Lu, Qun-Xiong Zhu
2025 J jnl
Novel Semi-Supervised Seasonal-Trend VTN for Multimode Process IoT Soft Sensing.
IEEE Internet Things J.
Yan-Lin He, Yang-Xiao-Yu Zhou, Yuan Xu, Qun-Xiong Zhu, Xingyuan Li
2025 J jnl
Regression loss-assisted conditional style generative adversarial network for virtual sample generation with small data in soft sensing.
Eng. Appl. Artif. Intell.
Xue-Yu Zhang, Qun-Xiong Zhu, Wei Ke, Yan-Lin He, Ming-Qing Zhang, Yuan Xu
2025 J jnl
Triple-Gated Bidirectional Variational Pyramid Network for Multirate Industrial Soft Sensing.
IEEE Trans Autom. Sci. Eng.
Yan-Lin He, Wei Zhang, Lei Chen, Yuan Xu, Qun-Xiong Zhu, Huihui Gao
2025 J jnl
Virtual sample generation for soft-sensing in small sample scenarios using glow-embedded variational autoencoder.
Comput. Chem. Eng.
Yan Xu, Qun-Xiong Zhu, Wei Ke, Yan-Lin He, Ming-Qing Zhang, Yuan Xu
2025 J jnl
Weighted nonlinear information extension based time series Kolmogorov-Arnold Network for industrial application with soft sensing.
Eng. Appl. Artif. Intell.
Guo-Yu Liu, Qun-Xiong Zhu, Ning Zhang, Yan-Lin He, Ming-Qing Zhang, Yuan Xu
2024 J jnl
Adaptive Multi-Head Self-Attention Based Supervised VAE for Industrial Soft Sensing With Missing Data.
IEEE Trans Autom. Sci. Eng.
Lei Chen, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2024 J jnl
Adversarial Attacks for Neural Network-Based Industrial Soft Sensors: Mirror Output Attack and Translation Mirror Output Attack.
IEEE Trans. Ind. Informatics
Lei Chen, Qun-Xiong Zhu, Yan-Lin He
2024 J jnl
Data Mode-Related Generative Adversarial Network for Industrial Soft Sensor Application.
IEEE Trans. Ind. Informatics
Xingyuan Li, Qun-Xiong Zhu, Yan-Lin He
2024 J jnl
Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing.
IEEE Trans. Ind. Informatics
Xiao-Lu Song, Lei Chen, Ning Zhang, Yan-Lin He, Yuan Xu, Qun-Xiong Zhu
2024 J jnl
Improved Bi-LSTM With Distributed Nonlinear Extensions and Parallel Inputs for Soft Sensing.
IEEE Trans. Ind. Informatics
Yan-Lin He, Peng-Fei Wang, Qun-Xiong Zhu
2024 J jnl
Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault Diagnosis.
IEEE Trans Autom. Sci. Eng.
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2024 J jnl
Novel Deep Layers-Extended Autoencoder With Correlation and Its Industrial Soft Sensing.
IEEE Trans. Ind. Informatics
Ye Tian, Qun-Xiong Zhu, Yan-Lin He
2024 J jnl
Novel Distributed GRUs Based on Hybrid Self-Attention Mechanism for Dynamic Soft Sensing.
IEEE Trans Autom. Sci. Eng.
Yan-Lin He, Xing-Yuan Li, Yuan Xu, Qun-Xiong Zhu, Shan Lu
2024 J jnl
Novel Multiattribute Space-Based LSTM for Industrial Soft Sensor Applications.
IEEE Trans. Ind. Informatics
Yan-Lin He, Shao-Hua Lv, Qun-Xiong Zhu, Shan Lu
2024 J jnl
Novel Multiscale Trend Decomposition LSTM Based on Feature Selection for Industrial Soft Sensing.
IEEE Trans. Ind. Informatics
Peng-Fei Wang, Qun-Xiong Zhu, Yan-Lin He
2024 J jnl
Novel Schur Decomposition Orthogonal Exponential DLPP With Mixture Distance for Fault Diagnosis.
IEEE Trans. Ind. Informatics
Yan-Lin He, Jin-Tao Liang, Ye Tian, Qun-Xiong Zhu
2024 C conf
Novel Virtual Sample Generation Approach Using Cubic Spline Interpolation Based Autoencoder for Industrial Soft Sensing Under the Condition of Limited Samples.
CoDIT
Peng-Fei Wang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2024 C conf
Novel Virtual Sample Generation Using Score Based Model for Addressing Small Data in Soft Sensing.
CoDIT
Hai-Lin Wang, Qun-Xiong Zhu, Yan-Lin He, Yuan Xu
2024 J jnl
Novel dual-network autoencoder based adversarial domain adaptation with Wasserstein divergence for fault diagnosis of unlabeled data.
Expert Syst. Appl.
Jun-Feng Yang, Ning Zhang, Yan-Lin He, Qun-Xiong Zhu, Yuan Xu
2024 J jnl
Quality Regularization-Based Semisupervised Adversarial Transfer Model With Unlabeled Data for Industrial Soft Sensing.
IEEE Trans. Ind. Informatics
Yan-Lin He, Lei Chen, Qun-Xiong Zhu
2024 J jnl
Soft Sensor Enhancement for Multimodal Industrial Process Data: Meta Regression Gaussian Mixture Variational Autoencoder.
IEEE Trans. Instrum. Meas.
Lei Chen, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2023 J jnl
A New Distributed Echo State Network Integrated With an Auto-Encoder for Dynamic Soft Sensing.
IEEE Trans. Instrum. Meas.
Yan-Lin He, Lei Chen, Yuan Xu, Qun-Xiong Zhu, Shan Lu
2023 J jnl
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing.
Eng. Appl. Artif. Intell.
Yan-Lin He, Xing-Yuan Li, Jia-Hui Ma, Qun-Xiong Zhu, Shan Lu
2023 J jnl
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault Diagnosis.
IEEE Trans. Ind. Informatics
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2023 J jnl
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes.
IEEE Trans. Reliab.
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2023 J jnl
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Ning Zhang, Ye Tian, Xin-Wei Wang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2023 J jnl
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis.
IEEE Trans. Reliab.
Yan-Lin He, Kun Li, Li-Long Liang, Yuan Xu, Qun-Xiong Zhu
2023 J jnl
Novel Regularization Double Preserving Integrated With Neighborhood Locality Projections for Fault Diagnosis.
IEEE Trans. Ind. Informatics
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2023 J jnl
Novel virtual sample generation method based on data augmentation and weighted interpolation for soft sensing with small data.
Expert Syst. Appl.
Xiao-Lu Song, Yan-Lin He, Xing-Yuan Li, Qun-Xiong Zhu, Yuan Xu
2022 J jnl
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost.
IEEE Trans. Instrum. Meas.
Xue Jiang, Yuan Xu, Wei Ke, Yang Zhang, Qun-Xiong Zhu, Yan-Lin He
2022 C conf
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process.
CoDIT
Qun-Xiong Zhu, Ning Zhang, Yan-Lin He, Yuan Xu
2022 J jnl
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Qun-Xiong Zhu, Xin-Wei Wang, Ning Zhang, Yuan Xu, Yan-Lin He
2022 J jnl
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing.
IEEE Trans. Instrum. Meas.
Ye Tian, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2021 J jnl
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated With Sparse Autoencoder.
IEEE Trans. Instrum. Meas.
Yan-Lin He, Kun Li, Ning Zhang, Yuan Xu, Qun-Xiong Zhu
2021 J jnl
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system.
Soft Comput.
Zhong-Sheng Chen, Qunxiong Zhu, Yuan Xu, Yan-Lin He, Qinglin Su, Yiqing C. Liu, Zoltán K. Nagy
2021 J jnl
Novel Virtual Sample Generation Using Target-Relevant Autoencoder for Small Data-Based Soft Sensor.
IEEE Trans. Instrum. Meas.
Ye Tian, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
2021 J jnl
Novel virtual sample generation using conditional GAN for developing soft sensor with small data.
Eng. Appl. Artif. Intell.
Qunxiong Zhu, Kun-Rui Hou, Zhong-Sheng Chen, Zi-Shu Gao, Yuan Xu, Yan-Lin He
2020 C conf
An Improved Term Weighting Method for Content Analysis on Chinese Internet Media Contents.
CoDIT
Zhi-Ying Jiang, Bo Gao, Xingjian Tian, Yan-Lin He, Qunxiong Zhu
2020 J jnl
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples.
Eng. Appl. Artif. Intell.
Yan-Lin He, Yang Zhao, Xiao Hu, Xiao-Na Yan, Qunxiong Zhu, Yuan Xu
2019 J jnl
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring.
IEEE Trans. Control. Syst. Technol.
Yuan Xu, Sheng-Qi Shen, Yan-Lin He, Qunxiong Zhu
2019 — conf
Intelligent modeling using a novel feature extraction based multiple activation functions extreme learning machine.
ICNSC
Tong Zou, Yi Luo, Xiaohan Zhang, Qunxiong Zhu, Yan-Lin He
2019 — conf
Soft sensor development using PLSR based multi-kernel ELM.
ASCC
Qunxiong Zhu, Xiaohan Zhang, Huihui Gao, Zhiqiang Geng, Yongming Han, Yan-Lin He, Yuan Xu
2018 — conf
A Storm-Based Parallel Clustering Algorithm of Streaming Data.
ICONIP (4)
Fang-Zhu Xu, Zhi-Ying Jiang, Yan-Lin He, Ya-Jie Wang, Qunxiong Zhu
2017 J jnl
A PSO based virtual sample generation method for small sample sets: Applications to regression datasets.
Eng. Appl. Artif. Intell.
Zhong-Sheng Chen, Bao Zhu, Yan-Lin He, Le-An Yu
2015 J jnl
A data-attribute-space-oriented double parallel (DASODP) structure for enhancing extreme learning machine: Applications to regression datasets.
Eng. Appl. Artif. Intell.
Yan-Lin He, Zhiqiang Geng, Qunxiong Zhu
2014 J jnl
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise.
Neurocomputing
Yan-Lin He, Zhiqiang Geng, Yuan Xu, Qunxiong Zhu