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)

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 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 Industrial Defect Recognition Method Under Label Noise Based on Parallel Hybrid Penalty Network. - Xiaoyuan Liu; Jinhai Liu; Mingrui Fu; Huaguang Zhang; Fengyuan Zuo; Hang Xu 007 (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)