Junxiao Ren

According to our database, Junxiao Ren authored at least 16 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Dual-stream symbiotic architecture: Mitigating rotational speed domain feature distribution shift for adaptive bearing fault diagnosis.

Xuefeng Gao, Qiang Li, Junxiao Ren, Junlin Li, Yuhao Jiang

Neurocomputing, 2026

Learnable Daubechies wavelet neural layers: A novel fault diagnosis architecture for high-speed train under severe noise condition.

Junxiao Ren, Xuefeng Gao, Qiang Li, Junlin Li

Eng. Appl. Artif. Intell., 2026

Corrigendum to "Remaining useful life prediction based on degradation-aware dynamic graph representation learning" [Eng. Appl. Artifi. Intell. 163 5 2026 113140].

Qiang Li, Xing Xiong, Junxiao Ren

Eng. Appl. Artif. Intell., 2026

Remaining useful life prediction based on degradation-aware dynamic graph representation learning.

Qiang Li, Xing Xiong, Junxiao Ren

Eng. Appl. Artif. Intell., 2026

2025

A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection.

Junlin Li, Ji Zhao, Junxiao Ren, Xuefeng Gao, Zengyan Li

Signal Image Video Process., April, 2025

Hesitant Fuzzy Multi-Granulation Rough Set Model Based on Similarity Assessment.

Junxiao Ren, Bo Cao

Symmetry, 2025

A cross-domain multi-scale feature fusion network based on graph convolution for intelligent fault diagnosis.

Quanyu Zhong, Qiang Li, Junxiao Ren, Xin Chen, Dong Liu, Qiang Yang

Eng. Appl. Artif. Intell., 2025

PEC-GAT: A Context-Aware Gated Transformer for Intelligent Bearing Life Prediction with Multi-Scale Position-Encoded Convolutions.

Xing Xiong, Junxiao Ren, Qiang Li, Chengxi Cao

Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

2024

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, May, 2024

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., November, 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, April, 2023

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

2022

Research on Small Target Detection Algorithm of Catenary Based on DA-YOLOv4.

Bo Li, Weidong Jin, Junxiao Ren

Proceedings of the 3rd International Conference on Computing, 2022

2021

Detecting Unexpected Faults of High-Speed Train Bogie Based on Bayesian Deep Learning.

Yunpu Wu, Weidong Jin, Yan Li, Zhang Sun, Junxiao Ren

IEEE Trans. Veh. Technol., 2021

2020

A CNN-Based Structure for Performance Degradation Estimation of High-Speed Train Lateral Damper.

Junxiao Ren, Weidong Jin, Yunpu Wu

IEEE Access, 2020

2019

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