Data Recovery of Magnetic Flux Leakage Data Gaps Using Multifeature Conditional Risk. - Huaguang Zhang; Lin Jiang 003; Jinhai Liu; Fuming Qu (IEEE Trans Autom. Sci. Eng., 2021)

Anomaly detection of industrial multi-sensor signals based on enhanced spatiotemporal features. - Lin Jiang 003; Hang Xu 007; Jinhai Liu; Xiangkai Shen; Senxiang Lu; Zhan Shi (Neural Comput. Appl., 2022)

A Multisensor Cycle-Supervised Convolutional Neural Network for Anomaly Detection on Magnetic Flux Leakage Signals. - Lin Jiang 003; Huaguang Zhang; Jinhai Liu; Xiangkai Shen; Hang Xu 007 (IEEE Trans. Ind. Informatics, 2022)

THMS-Net: A Two-Stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection. - Lin Jiang 003; Huaguang Zhang; Jinhai Liu; Xiangkai Shen; Hang Xu 007 (IEEE Trans. Instrum. Meas., 2022)

Pipeline Irregular Defect Inversion for Magnetic Flux Leakage Detection System Based on Heterogeneous Multiclass Feature Fusion. - Lin Jiang 003; Huaguang Zhang; Jinhai Liu; Xiangkai Shen; Lei Wang 190 (IEEE Trans. Instrum. Meas., 2023)

An Intelligent Defect Detection Approach Based on Cascade Attention Network Under Complex Magnetic Flux Leakage Signals. - Jinhai Liu; Xiangkai Shen; Jianfeng Wang; Lin Jiang 003; Huaguang Zhang (IEEE Trans. Ind. Electron., 2023)

SSCT-Net: A Semisupervised Circular Teacher Network for Defect Detection With Limited Labeled Multiview MFL Samples. - Xiangkai Shen; Jinhai Liu; Jiayue Sun; Lin Jiang 003; He Zhao 013; Huaguang Zhang (IEEE Trans. Ind. Informatics, 2023)

A Physics-Guided MFL Deformed Defect Recovery Method. - Lin Jiang 003; Huaguang Zhang; Jinhai Liu; Qi Xiao; Xiangkai Shen; Hang Xu 007 (IEEE Trans Autom. Sci. Eng., 2024)

A Novel Weld Defect Detection Method for Intelligent Magnetic Flux Leakage Detection System via Contextual Relation Network. - Xiangkai Shen; Jinhai Liu; Lin Jiang 003; Xiaoyuan Liu; Huaguang Zhang (IEEE Trans. Ind. Electron., 2024)

A High-Precision Size Inversion Method for Pipeline Defects With the Influence of Velocity Effects. - Hang Xu 007; Jinhai Liu; Lin Jiang 003; Huaguang Zhang; Lei Wang 190 (IEEE Trans. Ind. Informatics, 2024)

Mutual Supervision of MFL Heterogeneous Signals for Insufficient Sample Defect Detection on Pipeline Safety Operation. - Lin Jiang 003; Huaguang Zhang; Jinhai Liu; Xiangkai Shen; Hang Xu 007 (IEEE Trans Autom. Sci. Eng., 2025)

A Novel Incremental Defect Detection Method via Elastic Heterogeneous Distillation Network. - Xiangkai Shen; Jinhai Liu; Huaguang Zhang; Lin Jiang 003; He Zhao 013; Hongyu Yang (IEEE Trans Autom. Sci. Eng., 2025)

Double Coil Compensation Method for Reducing Distortion of High-Speed MFL Signals. - Jinhai Liu; Hang Xu 007; Lin Jiang 003; Huaguang Zhang; Jiarui Liu (IEEE Trans. Instrum. Meas., 2025)

Distributed Unsupervised Detection for Robust Power System False Data Attacks via Flexible Dynamic Time Warping Strategy. - Zequn Wu; Huaguang Zhang; Lin Jiang 003; Xiaoyv Li (IEEE Trans. Ind. Informatics, 2025)

Online Pipeline Weld Defect Detection for Magnetic Flux Leakage Inspection System via Lightweight Rotated Network. - Jinhai Liu; Zhitao Wen; Xiangkai Shen; Fengyuan Zuo; Lin Jiang 003; Huaguang Zhang (IEEE Trans. Ind. Electron., 2025)