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Junxiao Ren

ORCID: 0000-0002-8452-9934
Observed ORCID: 0000-0002-8452-9934
OpenAlex ID: A5031246496
Detecting Unexpected Faults of High-Speed Train Bogie Based on Bayesian Deep Learning
2020 · Yunpu Wu, Weidong Jin, et al. · IEEE Transactions on Vehicular Technology · 44
A multi-perspective architecture for high-speed train fault diagnosis based on variational mode decomposition and enhanced multi-scale structure
2019 · Yunpu Wu, Weidong Jin, et al. · Applied Intelligence · 34
A CNN-Based Structure for Performance Degradation Estimation of High-Speed Train Lateral Damper
2020 · Junxiao Ren, Weidong Jin, et al. · IEEE Access · 16
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Fault Diagnosis of High‐Speed Train Bogie Based on Synchrony Group Convolutions
2019 · Yunpu Wu, Weidong Jin, et al. · Shock and Vibration · 15
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A cross-domain multi-scale feature fusion network based on graph convolution for intelligent fault diagnosis
2025 · Quanyu Zhong, Qiang Li, et al. · Engineering Applications of Artificial Intelligence · 12
Performance Degradation Estimation of High-Speed Train Bogie Based on 1D-ConvLSTM Time-Distributed Convolutional Neural Network
2022 · Junxiao Ren, Weidong Jin, et al. · Computational Intelligence and Neuroscience · 11
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Research on Performance Degradation Estimation of Key Components of High-Speed Train Bogie Based on Multi-Task Learning
2023 · Junxiao Ren, Weidong Jin, et al. · Entropy · 9
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Enhancing Adversarial Robustness for High-Speed Train Bogie Fault Diagnosis Based on Adversarial Training and Residual Perturbation Inversion
2024 · Desheng Wang, Weidong Jin, et al. · IEEE Transactions on Industrial Informatics · 8
A grouping-attention convolutional neural network for performance degradation estimation of high-speed train lateral damper
2022 · Junxiao Ren, Weidong Jin, et al. · Applied Intelligence · 8
Photovoltaic system fault diagnosis method based on physics-Constrained causal discovery and causal perception graph neural network
2025 · Tingfeng Du, Qiang Li, et al. · Energy · 6
A multi-scale integrated learning model with attention mechanisms for UAV audio signal detection
2025 · Junlin Li, Ji Zhao, et al. · Signal Image and Video Processing · 6
A Drone Sound Recognition Approach Using Adaptive Feature Fusion and Cross-Attention Feature Enhancement
2025 · Junxiao Ren, Zijia Wang, et al. · Electronics · 4
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A hybrid network based on multi-scale convolutional neural network and bidirectional gated recurrent unit for EEG denoising
2025 · Qiang Li, Yan Zhou, et al. · Neuroscience · 3
A novel low‐complexity model predictive control for Vienna rectifier
2023 · Zhang Sun, Weidong Jin, et al. · International Journal of Circuit Theory and Applications · 3
Probabilistic Hesitant Fuzzy Decision-Theoretic Rough Set Model and Its Application in Supervision of Shared Parking
2023 · Junxiao Ren, Xin Chang, et al. · Sustainability · 2
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Research on Small Target Detection Algorithm of Catenary Based on DA-YOLOv4
2022 · Bo Li, Weidong Jin, et al. · International Conference on Computing, Networks and Internet of Things (CNIOT) · 2
Few-shot image classification with improved similarity relationships in self-knowledge distillation
2022 · Liang Li, Weidong Jin, et al. · Chinese Control Conference (CCC) · 1
Performance Degradation Estimation of High-speed Train Bogie based on a Novel Multi-Scale Convolution Module
2022 · Junxiao Ren, Weidong Jin, et al. · IEEE International Conference on Electronic Technology, Communication and Information (ICETCI) · 1
Multi-Transform Domain Fusion Architecture for High-Speed Train Bogie Fault Diagnosis in Speed-Varying Conditions
2026 · Junxiao Ren, Xuefeng Gao, et al. · IEEE Transactions on Intelligent Transportation Systems
City-Scale Intelligent Scheduling of EV Charging and Vehicle-to-Grid Under Renewable Variability
2026 · Bo Cao, Ge Chen, et al. · World Electric Vehicle Journal
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PEC-GAT: A Context-Aware Gated Transformer for Intelligent Bearing Life Prediction with Multi-Scale Position-Encoded Convolutions
2025 · Xing Xiong, Junxiao Ren, et al. · IEEE International Conference on Parallel and Distributed Systems (ICPADS)
Hesitant Fuzzy Multi-Granulation Rough Set Model Based on Similarity Assessment
2025 · Junxiao Ren, Bo Cao · Symmetry
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Robust attitude trajectory tracking control for a quadrotor under external disturbance
2024 · Tianpeng Huang, Junxiao Ren, et al. · Proceedings of the Institution of Mechanical Engineers Part G Journal of Aerospace Engineering
Noise Resistance Study for Performance Degradation Estimation of High-Speed Train Bogie Based on Multi-Scale Time U-Net
2022 · Junxiao Ren, Weidong Jin, et al. · Chinese Control Conference (CCC)
Works count: 24
Citation count: 185
H-index: 8
I10-index: 6
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