Zhibin Zhao

87 papers A 1Misc 1Journal 72Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Kolmogorov-Arnold-Informed Interpretable Graph Wavelet Activation Network for Machine Fault Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst.
Tianfu Li, Chuang Sun, Zhibin Zhao, Tao Liu, Xuefeng Chen, Ruqiang Yan
2026 J jnl
An uncertainty-guided contrastive learning method for OOD detection in trustworthy fault diagnosis.
Reliab. Eng. Syst. Saf.
Fanwei Lin, Jiaxin Ren, Zhibin Zhao, Xingwu Zhang, Xuefeng Chen
2026 J jnl
Empowering All-in-Loop Health Management of Spacecraft Power System in the Mega-Constellation Era via Human-AI Collaboration.
CoRR
Yi Di, Zhibin Zhao, Fujin Wang, Xue Liu, Jiafeng Tang, Jiaxin Ren, Zhi Zhai, Xuefeng Chen
2026 J jnl
Enhancing aero-engine blade few-shot anomaly detection with visual-language multi-modal models under domain shift conditions.
Adv. Eng. Informatics
Jiafeng Tang, Kunpeng Tan, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Xuefeng Chen
2026 J jnl
Explainable artificial intelligence based intelligent fault diagnosis: A systematic review from applications to insights.
Reliab. Eng. Syst. Saf.
Tianfu Li, Junfan Chen, Tao Liu, Chuang Sun, Zhibin Zhao, Xuefeng Chen, Ruqiang Yan
2026 J jnl
Merging physics and neural network: A promising tool for prognostics and health management.
Eng. Appl. Artif. Intell.
Fujin Wang, Weiyuan Liu, Meng Sun, Zhi Zhai, Zhibin Zhao, Xuefeng Chen
2025 J jnl
A Gesture Recognition System Using Electrical Impedance Tomography With Improved Electrode Layout and Classification Techniques.
IEEE Trans. Instrum. Meas.
Sen Wang, Tingting Zhang, Sicheng Yang, Ruoyu Liu, Borun Li, Jian Wang, De-Wen Zhang, Zhibin Zhao
2025 J jnl
A Universal Domain Adaptation Method With Cluster Matching for Machinery Fault Diagnosis.
IEEE Internet Things J.
Fanwei Lin, Chang Guo, Zhibin Zhao, Xingwu Zhang, Xuefeng Chen, Zhiyu Tao
2025 J jnl
DA2: Distribution-agnostic adaptive feature adaptation for one-class classification.
Comput. Vis. Image Underst.
Zilong Zhang, Zhibin Zhao, Xingwu Zhang, Xuefeng Chen
2025 J jnl
Gearbox fault diagnosis based on temporal shrinkage interpretable deep reinforcement learning under strong noise.
Eng. Appl. Artif. Intell.
Zeqi Wei, Hui Wang, Zhibin Zhao, Zheng Zhou, Ruqiang Yan
2025 J jnl
Hierarchical Physics-Informed Neural Network for Rotor System Health Assessment.
IEEE Trans Autom. Sci. Eng.
Xue Liu, Wei Cheng, Ji Xing, Xuefeng Chen, Zhibin Zhao, Lin Gao, Rongyong Zhang, Qian Huang, Hongpeng Zhou, Weixing Zheng, Wei Pan
2025 J jnl
Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis.
IEEE Trans. Neural Networks Learn. Syst.
Fujin Wang, Quanquan Zhi, Zhibin Zhao, Zhi Zhai, Yingkai Liu, Huan Xi, Shibin Wang, Xuefeng Chen
2025 J jnl
Learning Interpretable and Transferable Representations via Wavelet-Constrained Transformer for Industrial Acoustic Diagnosis.
IEEE Trans. Instrum. Meas.
Jiaxin Ren, Chenye Hu, Zuogang Shang, Yasong Li, Zhibin Zhao, Ruqiang Yan
2025 A conf
Learning Upright and Forward-Facing Object Poses using Category-level Canonical Representations.
IROS
Bing Han, Ruitao Pan, Xinyu Zhang, Chenxi Wang, Zhi Zhai, Zhibin Zhao, Xuefeng Chen
2025 J jnl
Personalized Federated Transfer Learning Based on Global Synthetic Data for Battery State of Health Estimation.
IEEE Internet Things J.
Hongming Yuan, Fujin Wang, Jiafeng Tang, Yi Di, Zhibin Zhao, Xuefeng Chen
2025 J jnl
Physics-Informed Neural Network for Satellite Battery Degradation Estimation Based on an Extreme Segment Data Within 2 Min.
IEEE Trans. Ind. Electron.
Fujin Wang, Zhi Zhai, Yi Di, Zhibin Zhao, Xuefeng Chen
2025 J jnl
Pose Estimation and Neural Implicit Reconstruction Toward Noncooperative Spacecraft Without Offline Prior Information.
IEEE Trans. Aerosp. Electron. Syst.
Bing Han, Chenxi Wang, Xinyu Zhang, Zhibin Zhao, Zhi Zhai, Jinxin Liu, Naijin Liu, Xuefeng Chen
2025 J jnl
Qualitative and quantitative characterization of powder bed quality in laser powder-bed fusion additive manufacturing by multi-task learning.
J. Intell. Manuf.
Hao Jiang, Zhibin Zhao, Zilong Zhang, Xingwu Zhang, Chenxi Wang, Xuefeng Chen
2025 J jnl
Small Object Few-Shot Segmentation for Vision-Based Industrial Inspection.
IEEE Trans. Ind. Informatics
Zilong Zhang, Chang Niu, Zhibin Zhao, Xingwu Zhang, Xuefeng Chen
2025 — conf
T2Net: An Attention-Enhanced Network for Trustworthy Thermal Imaging-Based Lubrication System Condition Assessment.
I2MTC
Tianlei Wang, Jiaxin Ren, Ke Feng, Chenye Hu, Zhibin Zhao, Ruqiang Yan
2025 — conf
Within and Among Wavelet-subband Sparse Decomposition For Bearing Fault Diagnosis.
I2MTC
Haiwei Ren, Baoqing Ding, Lei Jin, Zhibin Zhao, Chuang Sun, Xingwu Zhang, Ruqiang Yan, Xuefeng Chen
2024 J jnl
Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Botao An, Shibin Wang, Fuhua Qin, Zhibin Zhao, Ruqiang Yan, Xuefeng Chen
2024 J jnl
An interpretable graph neural network for real-world satellite power system anomaly detection based on graph filtering.
Expert Syst. Appl.
Yi Di, Fujin Wang, Zhibin Zhao, Zhi Zhai, Xuefeng Chen
2024 Misc conf
Anomaly Detection from a Frequency Perspective: M-Band Wavelet Packet Anomaly Detection Network.
ICASSP
Zuogang Shang, Zhibin Zhao, Shibin Wang, Ruqiang Yan
2024 J jnl
CIS2N: Causal independence and sparse shift network for rotating machinery fault diagnosis in unseen domains.
Reliab. Eng. Syst. Saf.
Chang Guo, Zuogang Shang, Jiaxin Ren, Zhibin Zhao, Baoqing Ding, Shibin Wang, Xuefeng Chen
2024 J jnl
Causal explaining guided domain generalization for rotating machinery intelligent fault diagnosis.
Expert Syst. Appl.
Chang Guo, Zhibin Zhao, Jiaxin Ren, Shibin Wang, Yilong Liu, Xuefeng Chen
2024 J jnl
Collaborative-sequential optimization for aero-engine maintenance based on multi-agent reinforcement learning.
Expert Syst. Appl.
Zeqi Wei, Zhibin Zhao, Zheng Zhou, Ruqiang Yan
2024 J jnl
Differentiable sampling based efficient architecture search for automatic fault diagnosis.
Eng. Appl. Artif. Intell.
Xingwu Zhang, Rui Ma, Yu Zhao, Chenxi Wang, Zhibin Zhao, Xuefeng Chen
2024 J jnl
Dynamic model-assisted transferable network for liquid rocket engine fault diagnosis using limited fault samples.
Reliab. Eng. Syst. Saf.
Chenxi Wang, Yuxiang Zhang, Zhibin Zhao, Xuefeng Chen, Jiawei Hu
2024 J jnl
Efficient and lightweight layer-wise in-situ defect detection in laser powder bed fusion via knowledge distillation and structural re-parameterization.
Expert Syst. Appl.
Kunpeng Tan, Jiafeng Tang, Zhibin Zhao, Chenxi Wang, Huihui Miao, Xingwu Zhang, Xuefeng Chen
2024 J jnl
On Grain Security by Temperature Interpolation: A Deep Learning Method for Comprehensive Data Fusion in Smart Granaries.
IEEE Trans. Instrum. Meas.
Zhongke Qu, Ke Yang, Yue Li, Xuemei Jiang, Yang Zhang, Yanyan Zhao, Wenfei Wu, Yuan Gao, Zhaolin Gu, Zhibin Zhao
2024 J jnl
Optimized Online Remaining Useful Life Prediction for Nuclear Circulating Water Pump Considering Time-Varying Degradation Mechanism.
IEEE Trans. Ind. Informatics
Xue Liu, Wei Cheng, Ji Xing, Xuefeng Chen, Zhibin Zhao, Lin Gao, Baoqing Ding, Kangning Zhou, Yifan Zhi, Rongyong Zhang
2024 J jnl
Physical knowledge guided state of health estimation of lithium-ion battery with limited segment data.
Reliab. Eng. Syst. Saf.
Fujin Wang, Ziqian Wu, Zhibin Zhao, Zhi Zhai, Chenxi Wang, Xuefeng Chen
2024 — conf
Powder Bed Defect Extraction of Laser Powder Bed Fusion Additive Manufacturing with Tensor Robust Principal Component Analysis.
I2MTC
Hao Jiang, Xingwu Zhang, Zhibin Zhao, Chenxi Wang, Huihui Miao, Xuefeng Chen
2024 J jnl
Privacy-preserving federated transfer learning for defect identification from highly imbalanced image data in additive manufacturing.
Robotics Comput. Integr. Manuf.
Jiafeng Tang, Zhibin Zhao, Yanjie Guo, Chenxi Wang, Xingwu Zhang, Ruqiang Yan, Xuefeng Chen
2024 J jnl
Residual-based adversarial feature decoupling for remaining useful life prediction of aero-engines under variable operating conditions.
Expert Syst. Appl.
Jingcheng Wen, Jiaxin Ren, Zhibin Zhao, Zhi Zhai, Xuefeng Chen
2024 J jnl
Small Object Few-shot Segmentation for Vision-based Industrial Inspection.
CoRR
Zilong Zhang, Chang Niu, Zhibin Zhao, Xingwu Zhang, Xuefeng Chen
2024 J jnl
Time-Frequency Postprocessing Method Based on Generalized S-Transform and Its Application to Aeroengine Rotor System Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Chenxi Wang, Chaofan Wang, Baoqing Ding, Zhibin Zhao, Xuefeng Chen, Yi Liu
2024 J jnl
Uncertainty-Aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis.
IEEE CAA J. Autom. Sinica
Jiaxin Ren, Jingcheng Wen, Zhibin Zhao, Ruqiang Yan, Xuefeng Chen, Asoke K. Nandi
2024 — conf
WavFormer: An Interpretable Wavelet-Constrained Transformer for Industrial Acoustics Diagnosis.
I2MTC
Jiaxin Ren, Chenye Hu, Zuogang Shang, Yasong Li, Zhibin Zhao, Ruqiang Yan
2023 J jnl
A novel temporal generative adversarial network for electrocardiography anomaly detection.
Artif. Intell. Medicine
Jing Qin, Fujie Gao, Zumin Wang, David C. Wong, Zhibin Zhao, Samuel D. Relton, Hui Fang
2023 J jnl
A universal transfer network for machinery fault diagnosis.
Comput. Ind.
Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Shaohua Tian, Chee-Keong Kwoh, Xiaoli Li, Xuefeng Chen
2023 J jnl
CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification.
CoRR
Zilong Zhang, Zhibin Zhao, Deyu Meng, Xingwu Zhang, Xuefeng Chen
2023 J jnl
Explainability-driven model improvement for SOH estimation of lithium-ion battery.
Reliab. Eng. Syst. Saf.
Fujin Wang, Zhibin Zhao, Zhi Zhai, Zuogang Shang, Ruqiang Yan, Xuefeng Chen
2023 J jnl
Feature disentanglement and tendency retainment with domain adaptation for Lithium-ion battery capacity estimation.
Reliab. Eng. Syst. Saf.
Fujin Wang, Zhibin Zhao, Zhi Zhai, Yanjie Guo, Huan Xi, Shibin Wang, Xuefeng Chen
2023 J jnl
Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction.
CoRR
Zilong Zhang, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Xuefeng Chen
2023 J jnl
Industrial anomaly detection with domain shift: A real-world dataset and masked multi-scale reconstruction.
Comput. Ind.
Zilong Zhang, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Xuefeng Chen
2023 — conf
MCAN: Interpretable Multi-scale Component Analysis Network for Mechanical Fault Diagnosis.
I2MTC
Fuhua Qin, Shiao Wang, Shibin Wang, Zhibin Zhao, Ruqiang Yan, Xuefeng Chen
2023 J jnl
Spatial-temporal dual-channel adaptive graph convolutional network for remaining useful life prediction with multi-sensor information fusion.
Adv. Eng. Informatics
Xingwu Zhang, Zhenjiang Leng, Zhibin Zhao, Ming Li, Dan Yu, Xuefeng Chen
2023 J jnl
Statistical identification guided open-set domain adaptation in fault diagnosis.
Reliab. Eng. Syst. Saf.
Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Xuefeng Chen, Jianbing Cai
2022 J jnl
Deep-Learning-Based Open Set Fault Diagnosis by Extreme Value Theory.
IEEE Trans. Ind. Informatics
Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Qiyang Zhang, Yilong Liu, Chuang Sun, Xuefeng Chen
2022 J jnl
Interpretable Neural Network via Algorithm Unrolling for Mechanical Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Botao An, Shibin Wang, Zhibin Zhao, Fuhua Qin, Ruqiang Yan, Xuefeng Chen
2022 J jnl
Unsupervised Machine Anomaly Detection Using Autoencoder and Temporal Convolutional Network.
IEEE Trans. Instrum. Meas.
Zhiyuan Li, Yu Sun, Laihao Yang, Zhibin Zhao, Xuefeng Chen
2022 J jnl
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst.
Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao
2021 J jnl
A U-Net-Based Approach for Tool Wear Area Detection and Identification.
IEEE Trans. Instrum. Meas.
Huihui Miao, Zhibin Zhao, Chuang Sun, Bing Li, Ruqiang Yan
2021 J jnl
Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs.
CoRR
Zhibin Zhao, Darcy Murphy, Hugh Gifford, Stefan Williams, Annie Darlington, Samuel D. Relton, Hui Fang, David C. Wong
2021 J jnl
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study.
IEEE Trans. Instrum. Meas.
Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Zheng Zhou, Tianfu Li, Zilong Zhang, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Conditional Adversarial Domain Adaptation With Discrimination Embedding for Locomotive Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xiaolei Yu, Zhibin Zhao, Xingwu Zhang, Chuang Sun, Baogui Gong, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Qiyang Zhang, Zhibin Zhao, Xingwu Zhang, Yilong Liu, Chuang Sun, Ming Li, Shibin Wang, Xuefeng Chen
2021 — conf
Deep Discriminative Domain Generalization with Adversarial Feature Learning for Classifying ECG Signals.
CinC
Zuogang Shang, Zhibin Zhao, Hui Fang, Samuel D. Relton, Darcy Murphy, Zoe Hancox, Ruqiang Yan, David Wong
2021 J jnl
Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.
IEEE Trans. Instrum. Meas.
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Faster Multiscale Dictionary Learning Method With Adaptive Parameter Estimation for Fault Diagnosis of Traction Motor Bearings.
IEEE Trans. Instrum. Meas.
Zilong Zhang, Zhibin Zhao, Xiaolong Li, Xingwu Zhang, Shibin Wang, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction.
Reliab. Eng. Syst. Saf.
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis.
Reliab. Eng. Syst. Saf.
Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 — conf
Machine Anomaly Detection under Changing Working Condition with Syncretic Self-Regression Auto-Encoder.
I2MTC
Jingyao Wu, Zhibin Zhao, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis.
IEEE Trans. Ind. Electron.
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Robust enhanced trend filtering with unknown noise.
Signal Process.
Zhibin Zhao, Shibin Wang, David Wong, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2020 — conf
Adaptive Lead Weighted ResNet Trained With Different Duration Signals for Classifying 12-lead ECGs.
CinC
Zhibin Zhao, Hui Fang, Samuel D. Relton, Ruqiang Yan, Yuhong Liu, Zhijing Li, Jing Qin, David C. Wong
2020 J jnl
An Adaptive Online Blade Health Monitoring Method: From Raw Data to Parameters Identification.
IEEE Trans. Instrum. Meas.
Shuming Wu, Pete Russhard, Ruqiang Yan, Shaohua Tian, Shibin Wang, Zhibin Zhao, Xuefeng Chen
2020 J jnl
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study.
CoRR
Zhibin Zhao, Tianfu Li, Jingyao Wu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen
2020 J jnl
Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection.
IEEE Trans. Ind. Informatics
Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2020 J jnl
Interpreting network knowledge with attention mechanism for bearing fault diagnosis.
Appl. Soft Comput.
Zhibo Yang, Jun-Peng Zhang, Zhibin Zhao, Zhi Zhai, Xuefeng Chen
2020 J jnl
Sparse Multiperiod Group Lasso for Bearing Multifault Diagnosis.
IEEE Trans. Instrum. Meas.
Zhibin Zhao, Shibin Wang, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2020 J jnl
Sparsity-Assisted Fault Feature Enhancement: Algorithm-Aware Versus Model-Aware.
IEEE Trans. Instrum. Meas.
Zhibin Zhao, Shibin Wang, Weixin Xu, Shuming Wu, David Wong, Xuefeng Chen
2020 — conf
The sparse and low-rank interpretation of SVD-based denoising for vibration signals.
I2MTC
Zhibin Zhao, Shibin Wang, David Wong, Yanjie Guo, Xuefeng Chen
2020 — conf
Time series clustering to examine presence of decrement in Parkinson's finger-tapping bradykinesia.
EMBC
Zhibin Zhao, Hui Fang, Stefan Williams, Samuel D. Relton, Jane E. Alty, Alexander J. Casson, David C. Wong
2019 — conf
Blade Tip Timing: from Raw Data to Parameters Identification.
I2MTC
Shuming Wu, Xuefeng Chen, Pete Russhard, Ruqiang Yan, Shaohua Tian, Shibin Wang, Zhibin Zhao
2019 J jnl
Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing.
IEEE Trans. Ind. Informatics
Chuang Sun, Meng Ma, Zhibin Zhao, Shaohua Tian, Ruqiang Yan, Xuefeng Chen
2019 J jnl
Enhanced Sparse Period-Group Lasso for Bearing Fault Diagnosis.
IEEE Trans. Ind. Electron.
Zhibin Zhao, Shuming Wu, Baijie Qiao, Shibin Wang, Xuefeng Chen
2019 J jnl
Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study.
CoRR
Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen
2019 J jnl
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis.
CoRR
Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao
2018 — conf
Periodic overlapping group elastic net for fault diagnosis.
I2MTC
Zhibin Zhao, Xuefeng Chen, Shibin Wang, Shaohua Tian
2018 J jnl
Sparse Deep Stacking Network for Fault Diagnosis of Motor.
IEEE Trans. Ind. Informatics
Chuang Sun, Meng Ma, Zhibin Zhao, Xuefeng Chen
2017 J jnl
Matching Synchrosqueezing Wavelet Transform and Application to Aeroengine Vibration Monitoring.
IEEE Trans. Instrum. Meas.
Shibin Wang, Xuefeng Chen, Chaowei Tong, Zhibin Zhao
2017 — conf
TQWT-based multi-scale dictionary learning for rotating machinery fault diagnosis.
CASE
Zhibin Zhao, Xuefeng Chen, Baoqing Ding, Shuming Wu
2017 J jnl
Wind Turbine Diagnosis under Variable Speed Conditions Using a Single Sensor Based on the Synchrosqueezing Transform Method.
Sensors
Yanjie Guo, Xuefeng Chen, Shibin Wang, Ruobin Sun, Zhibin Zhao