A multi-perspective architecture for high-speed train fault diagnosis based on variational mode decomposition and enhanced multi-scale structure. - Yunpu Wu; Weidong Jin; Junxiao Ren; Zhang Sun (Appl. Intell., 2019)

A CNN-Based Structure for Performance Degradation Estimation of High-Speed Train Lateral Damper. - Junxiao Ren; Weidong Jin; Yunpu Wu (IEEE Access, 2020)

Detecting Unexpected Faults of High-Speed Train Bogie Based on Bayesian Deep Learning. - Yunpu Wu; Weidong Jin; Yan Li 093; Zhang Sun; Junxiao Ren (IEEE Trans. Veh. Technol., 2021)

Research on Small Target Detection Algorithm of Catenary Based on DA-YOLOv4. - Bo Li; Weidong Jin; Junxiao Ren (CNIOT, 2022)

A grouping-attention convolutional neural network for performance degradation estimation of high-speed train lateral damper. - Junxiao Ren; Weidong Jin; Yunpu Wu; Zhang Sun (Appl. Intell., 2023)

Research on Performance Degradation Estimation of Key Components of High-Speed Train Bogie Based on Multi-Task Learning. - Junxiao Ren; Weidong Jin; Yunpu Wu; Zhang Sun; Liang Li (Entropy, 2023)

A novel low-complexity model predictive control for Vienna rectifier. - Zhang Sun; Weidong Jin; Fan Wu; Qi Han; Kun Guan; Junxiao Ren (Int. J. Circuit Theory Appl., 2023)

Enhancing Adversarial Robustness for High-Speed Train Bogie Fault Diagnosis Based on Adversarial Training and Residual Perturbation Inversion. - Desheng Wang; Weidong Jin; Yunpu Wu; Junxiao Ren (IEEE Trans. Ind. Informatics, 2024)

A cross-domain multi-scale feature fusion network based on graph convolution for intelligent fault diagnosis. - Quanyu Zhong; Qiang Li 034; Junxiao Ren; Xin Chen; Dong Liu; Qiang Yang (Eng. Appl. Artif. Intell., 2025)

A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection. - Junlin Li; Ji Zhao 005; Junxiao Ren; Xuefeng Gao; Zengyan Li (Signal Image Video Process., 2025)