Chuang Sun - RankMe

62 papers C 1Journal 58Unranked 3

Year	Rank	Type	Title / 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`	A condition-supervised contrastive autoencoder with dynamic temperature scaling for anomaly detection under multi-condition imbalanced data. Expert Syst. Appl. Hong Xu, Chenye Hu, Yasong Li, Zheng Zhou, Qixiang Zhu, Chuang Sun, Ruqiang Yan
2026	J	`jnl`	Adaptive spectral graph wavelet network for open set domain generalization in variable working condition fault diagnosis. Comput. Ind. Eng. Yuangui Yang, Tianfu Li, Jiaxin Ren, Chuang Sun, Liuyang Zhang, Ruqiang Yan
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
2025	J	`jnl`	A novel unsupervised graph wavelet autoencoder for mechanical system fault detection. J. Intell. Manuf. Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2025	J	`jnl`	An Incremental Learning Method With Feature-Attention Distillation and Logit Adjustment for Rotating Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. Yasong Li, Hong Xu, Yuangui Yang, Chenye Hu, Chuang Sun, Huimin Song, Laihao Yang
2025	J	`jnl`	Brain-Inspired Meta-Learning for Few-Shot Bearing Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Jun Wang, Chuang Sun, Asoke K. Nandi, Ruqiang Yan, Xuefeng Chen
2025	J	`jnl`	Learning globally ordered and locally consistent degradation representations for remaining useful life prediction. Adv. Eng. Informatics Yasong Li, Chenye Hu, Zheng Zhou, Chuang Sun, Jun Peng, Ruqiang Yan
2025	J	`jnl`	Normality Aggregation and Abnormality Separation Contrastive Learning for Mechanical Anomaly Detection. IEEE Trans. Instrum. Meas. Chenye Hu, Jiaxin Ren, Hong Xu, Jingyao Wu, Chuang Sun, Ruqiang Yan
2025	J	`jnl`	Sequence to sequence network with Bayesian attention and state transition for self-data-driven remaining useful life estimation. Expert Syst. Appl. Yasong Li, Zheng Zhou, Chenye Hu, Chuang Sun, Jun Peng, Ruqiang Yan
2025	J	`jnl`	Unified Flowing Normality Learning for Rotating Machinery Anomaly Detection in Continuous Time-Varying Conditions. IEEE Trans. Cybern. Chenye Hu, Jingyao Wu, Chuang Sun, Xuefeng Chen, Asoke K. Nandi, 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`	Domain Invariant and Consistent Ordinal Representation Learning for Remaining Useful Life Prediction of Bearings. IEEE Trans. Ind. Informatics Yasong Li, Zheng Zhou, Chuang Sun, Jun Peng, Xiaochuan Liu, Ruqiang Yan
2024	J	`jnl`	Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Tianfu Li, Chuang Sun, Sinan Li, Zhiying Wang, Xuefeng Chen, Ruqiang Yan
2024	J	`jnl`	Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis. IEEE Trans. Cybern. Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan
2024	J	`jnl`	Information-Imbalance Learning With Hazard-Sensitive Loss for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. Jingyao Wu, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2024	—	`conf`	NorCLR: A Normality-Aggregated Contrastive Learning Framework for Mechanical Anomaly Detection. I2MTC Chenye Hu, Jiaxin Ren, Jingyao Wu, Hong Xu, Chuang Sun, Ruqiang Yan
2024	J	`jnl`	Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump. IEEE Trans. Neural Networks Learn. Syst. Wengang Xu, Zheng Zhou, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan
2024	J	`jnl`	Variational Attention-Based Interpretable Transformer Network for Rotary Machine Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Yasong Li, Zheng Zhou, Chuang Sun, Xuefeng Chen, Ruqiang Yan
2024	J	`jnl`	WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Sinan Li, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan
2023	J	`jnl`	Aircraft flight regime recognition with deep temporal segmentation neural network. Eng. Appl. Artif. Intell. Jingyao Wu, Chenye Hu, Chuang Sun, Xuefeng Chen, Ruqiang Yan
2023	J	`jnl`	BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model. Neurocomputing Jun Wang, Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2023	J	`jnl`	Defect-aware transformer network for intelligent visual surface defect detection. Adv. Eng. Informatics Hongbing Shang, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan
2023	J	`jnl`	Global Prior Transformer Network in Intelligent Borescope Inspection for Surface Damage Detection of Aeroengine Blade. IEEE Trans. Ind. Informatics Hongbing Shang, Jingyao Wu, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan
2023	J	`jnl`	Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis. Eng. Appl. Artif. Intell. Yuangui Yang, Tianfu Li, Chuang Sun, Liuyang Zhang, Ruqiang Yan
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	J	`jnl`	Intelligent temporal detection network for boundary-sensitive flight regime recognition. Eng. Appl. Artif. Intell. Chenye Hu, Jingyao Wu, Chuang Sun, Xuefeng Chen, Ruqiang Yan
2023	J	`jnl`	Interinstance and Intratemporal Self-Supervised Learning With Few Labeled Data for Fault Diagnosis. IEEE Trans. Ind. Informatics Chenye Hu, Jingyao Wu, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2023	J	`jnl`	Life-cycle modeling driven by coupling competition degradation for remaining useful life prediction. Reliab. Eng. Syst. Saf. Yasong Li, Zheng Zhou, Chuang Sun, Jun Peng, Asoke K. Nandi, Ruqiang Yan
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`	Superpixel Perception Graph Neural Network for Intelligent Defect Detection. CoRR Hongbing Shang, Qixiu Yang, Chuang Sun, Xuefeng Chen, Ruqiang Yan
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`	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	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`	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	J	`jnl`	A New Penalty Domain Selection Machine Enabled Transfer Learning for Gearbox Fault Recognition. IEEE Trans. Ind. Electron. Fei Shen, Yun Hui, Ruqiang Yan, Chuang Sun, Jiawen Xu
2020	J	`jnl`	Composite-Graph-Based Sparse Subspace Clustering for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. Chuang Sun, Xuefeng Chen, Ruqiang Yan, Robert X. Gao
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`	Sparse Multiperiod Group Lasso for Bearing Multifault Diagnosis. IEEE Trans. Instrum. Meas. Zhibin Zhao, Shibin Wang, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2019	J	`jnl`	A Deep Coupled Network for Health State Assessment of Cutting Tools Based on Fusion of Multisensory Signals. IEEE Trans. Ind. Informatics Meng Ma, Chuang Sun, Xuefeng Chen, Xingwu Zhang, Ruqiang Yan
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`	Joint Learning of Degradation Assessment and RUL Prediction for Aeroengines via Dual-Task Deep LSTM Networks. IEEE Trans. Ind. Informatics Huihui Miao, Bing Li, Chuang Sun, Jie Liu
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	J	`jnl`	Deep Coupling Autoencoder for Fault Diagnosis With Multimodal Sensory Data. IEEE Trans. Ind. Informatics Meng Ma, Chuang Sun, Xuefeng Chen
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`	Discriminative Deep Belief Networks with Ant Colony Optimization for Health Status Assessment of Machine. IEEE Trans. Instrum. Meas. Meng Ma, Chuang Sun, Xuefeng Chen
2017	J	`jnl`	Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine. IEEE Trans. Ind. Informatics Ruonan Liu, Guotao Meng, Boyuan Yang, Chuang Sun, Xuefeng Chen
2016	C	`conf`	A sparse approach to fault severity classification for gearbox monitoring. FUSION Chuang Sun, Peng Wang, Ruqiang Yan, Robert X. Gao
2015	J	`jnl`	A Non-Probabilistic Metric Derived From Condition Information for Operational Reliability Assessment of Aero-Engines. IEEE Trans. Reliab. Chuang Sun, Zhengjia He, Hongrui Cao, Zhousuo Zhang, Xuefeng Chen, Ming Jian Zuo
2012	J	`jnl`	A Monotonic Degradation Assessment Index of Rolling Bearings Using Fuzzy Support Vector Data Description and Running Time. Sensors ZhongJie Shen, Zhengjia He, Xuefeng Chen, Chuang Sun, Zhiwen Liu