A General Transfer Framework Based on Industrial Process Fault Diagnosis Under Small Samples. - Jinhai Liu; Yifu Ren (IEEE Trans. Ind. Informatics, 2021)

TDDA-Net: A transitive distant domain adaptation network for industrial sample enhancement. - Yifu Ren; Jinhai Liu; Huaguang Zhang; Wei Wang 340 (Inf. Sci., 2022)

TBDA-Net: A Task-Based Bias Domain Adaptation Network Under Industrial Small Samples. - Yifu Ren; Jinhai Liu; Huaguang Zhang; Jianfeng Wang (IEEE Trans. Ind. Informatics, 2022)

HSELL-Net: A Heterogeneous Sample Enhancement Network With Lifelong Learning Under Industrial Small Samples. - Yifu Ren; Jinhai Liu; Qiannan Wang; Huaguang Zhang (IEEE Trans. Cybern., 2023)

An Industrial Fault Sample Reconstruction and Generation Method Under Limited Samples With Missing Information. - Yifu Ren; Jinhai Liu; He Zhao 013; Huaguang Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Novel Geometry-Aware Context Selection Network for Small Defect Detection Under Magnetic Flux Leakage Signals. - Qiannan Wang; Jianhua Tang; Jinhai Liu; Huaguang Zhang; Yifu Ren; Zhitao Wen; Xiangkai Shen (IEEE Trans. Instrum. Meas., 2025)

A Reliable Bolt Key-Points Detection Method in Industrial Magnetic Separator Systems. - Fengyuan Zuo; Jinhai Liu; Yifu Ren; Lei Wang 190; Zhitao Wen (IEEE Trans. Instrum. Meas., 2025)

A Cross-Condition Fault Disentangling Matching Network for Industrial Early Fault Enhancement. - Yifu Ren; Dayong Zheng; Yanyong Yang; Jianzhen Qu; Jinhai Liu; Pinjia Zhang (IEEE Trans. Ind. Electron., 2025)

A Mechanism-Guided Intelligent Enhancement Method for Early Aging Information of Winding Insulation. - Yifu Ren; Dayong Zheng; Yanyong Yang; Qinghao Zhang; Yuemao Dang; Jianwei Li 001; Jun Shen; Pinjia Zhang (IEEE Trans. Ind. Informatics, 2025)