Research on Blind Source Separation for Machine Vibrations. - Weiguo Huang; Shuyou Wu; Fangrang Kong; Qiang Wu (Wirel. Sens. Netw., 2009)

Adaptive Parameter Identification Based on Morlet Wavelet and Application in Gearbox Fault Feature Detection. - Shibin Wang; Zhongkui Zhu; Yingping He; Weiguo Huang (EURASIP J. Adv. Signal Process., 2010)

Efficient object recognition method based on hierarchical representation. - Chao Gu; Weiguo Huang; Jin Tao; Li Shang; Zhongkui Zhu (ROBIO, 2013)

Sparsity-enabled signal transient feature extraction using wavelet basis and constrained optimization algorithm. - Wei Fan; Gaigai Cai; Weiguo Huang; Z. K. Zhu (ChinaSIP, 2014)

The Research of the Transient Feature Extraction by Resonance-Based Method Using Double-TQWT. - Weiwei Xiang; Gaigai Cai; Wei Fan 008; Weiguo Huang; Li Shang; Zhongkui Zhu (ICIC (1), 2014)

Adaptive discrete curve evolution for shape recognition. - Dameng Hu; Weiguo Huang; Li Shang; Zhongkui Zhu; Jianyu Yang 002 (ROBIO, 2014)

Adaptive spectral kurtosis filtering based on Morlet wavelet and its application for signal transients detection. - Haiyang Liu; Weiguo Huang; Shibin Wang; Zhongkui Zhu (Signal Process., 2014)

Shape matching and object recognition using common base triangle area. - Dameng Hu; Weiguo Huang; Jianyu Yang 002; Li Shang; Zhongkui Zhu (IET Comput. Vis., 2015)

Sparse representation of gearbox compound fault features by combining Majorization-Minimization algorithm and wavelet bases. - Chunyan Luo; Changqing Shen; Wei You; Weiguo Huang; Gaigai Cai; Zhongkui Zhu (I2MTC, 2016)

A Comprehensive Analysis of Misclassified Handwritten Chinese Character Samples by Incorporating Human Recognition. - Kaihuan Liang; Lianwen Jin; Zecheng Xie; XueFeng Xiao 001; Weiguo Huang (ICDAR, 2017)

Transients Extraction Based on Averaged Random Orthogonal Matching Pursuit Algorithm for Machinery Fault Diagnosis. - Lin Wang; Gaigai Cai; Wei You; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2017)

Feature enhancement via balanced non-convex regularization for rotary machine fault diagnosis. - Lin Wang; Gaigai Cai; Zhongkui Zhu; Weiguo Huang (I2MTC, 2018)

Dense and Tight Detection of Chinese Characters in Historical Documents: Datasets and a Recognition Guided Detector. - Hailin Yang; Lianwen Jin; Weiguo Huang; Zhaoyang Yang; Songxuan Lai; Jifeng Sun (IEEE Access, 2018)

Image smoothing via a scale-aware filter and L 0 norm. - Weiguo Huang; Wei Bi; Guanqi Gao; Yong Ping Zhang; Zhongkui Zhu (IET Image Process., 2018)

Adaptive deep feature learning network with Nesterov momentum and its application to rotating machinery fault diagnosis. - Shenghao Tang; Changqing Shen; Dong Wang 001; Shuang Li; Weiguo Huang; Zhongkui Zhu (Neurocomputing, 2018)

Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Gearbox Fault Diagnosis. - Yumei Qi; Changqing Shen; Juanjuan Shi; Weiguo Huang; Zhongkui Zhu (AIM, 2019)

Dual-Guidance-Based Optimal Resonant Frequency Band Selection and Multiple Ridge Path Identification for Bearing Fault Diagnosis Under Time-Varying Speeds. - Juanjuan Shi; Weiguo Huang; Changqing Shen; Xingxing Jiang; Zhongkui Zhu (IEEE Access, 2019)

Time-Frequency Squeezing and Generalized Demodulation Combined for Variable Speed Bearing Fault Diagnosis. - Weiguo Huang; Guanqi Gao; Ning Li 020; Xingxing Jiang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2019)

Nonconvex Group Sparsity Signal Decomposition via Convex Optimization for Bearing Fault Diagnosis. - Weiguo Huang; Ning Li 020; Ivan W. Selesnick; Juanjuan Shi; Jun Wang 026; Lei Mao; Xingxing Jiang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2020)

Multiple Enhanced Sparse Decomposition for Gearbox Compound Fault Diagnosis. - Ning Li 020; Weiguo Huang; Wenjun Guo; Guanqi Gao; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2020)

Long-Term Performance Prediction of PEMFC Based on LASSO-ESN. - Kai He; Lei Mao; Jianbo Yu; Weiguo Huang; Qingbo He; Lisa M. Jackson (IEEE Trans. Instrum. Meas., 2021)

Enhanced Sparse Regularization Based on Logarithm Penalty and Its Application to Gearbox Compound Fault Diagnosis. - Yi Liao; Weiguo Huang; Changqing Shen; Zhongkui Zhu; Jianping Xuan; Lingfeng Mao 001 (IEEE Trans. Instrum. Meas., 2021)

Blockchain-Based UAV-Assisted Forest Supervision and Data Sharing. - Lipan Chen; Hai Liang; Xinyang Li; Yong Ding 005; Weiguo Huang; Yujue Wang; Xiaochun Zhou (BlockSys, 2022)

Lifelong Learning for Bearing Fault Diagnosis with Incremental Fault Types. - Bojian Chen; Chuancang Ding; Xingxing Jiang; Juanjuan Shi; Weiguo Huang; Changqing Shen (ICPHM, 2022)

Federated adversarial domain generalization network: A novel machinery fault diagnosis method with data privacy. - Rui Wang 081; Weiguo Huang; Mingkuan Shi; Jun Wang 026; Changqing Shen; Zhongkui Zhu (Knowl. Based Syst., 2022)

Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis. - Juanjuan Shi; Zehui Hua; Weiguo Huang; Patrick Dumond; Changqing Shen; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2022)

Self-Adaptive Multivariate Variational Mode Decomposition and Its Application for Bearing Fault Diagnosis. - Qiuyu Song; Xingxing Jiang; Shuang Wang; Jianfeng Guo; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2022)

Multisource Domain Feature Adaptation Network for Bearing Fault Diagnosis Under Time-Varying Working Conditions. - Rui Wang 081; Weiguo Huang; Jun Wang 026; Changqing Shen; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2022)

Long-Tailed Traffic Sign Detection Using Attentive Fusion and Hierarchical Group Softmax. - Erfeng Gao; Weiguo Huang; Juanjuan Shi; Xiang Wang; Jianying Zheng; Guifu Du; Yanyun Tao (IEEE Trans. Intell. Transp. Syst., 2022)

Multi-stage distribution correction: A promising data augmentation method for few-shot fault diagnosis. - Xiao Zhang; Weiguo Huang; Rui Wang 081; Yi Liao; Chuancang Ding; Jun Wang 026; Juanjuan Shi (Eng. Appl. Artif. Intell., 2023)

Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis. - Mingkuan Shi; Chuancang Ding; Rui Wang 081; Qiuyu Song; Changqing Shen; Weiguo Huang; Zhongkui Zhu (Knowl. Based Syst., 2023)

Categorical Feature GAN for Imbalanced Intelligent Fault Diagnosis of Rotating Machinery. - Jun Dai; Jun Wang 026; Lin-Quan Yao; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2023)

Dual Contrastive Learning for Semi-Supervised Fault Diagnosis Under Extremely Low Label Rate. - Linghui Lu; Jun Wang 026; Weiguo Huang; Changqing Shen; Juanjuan Shi; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2023)

Sparse Low-Rank Matrix Estimation With Nonconvex Enhancement for Fault Diagnosis of Rolling Bearings. - Juntao Ma; Weiguo Huang; Yi Liao; Xingxing Jiang; Chuancang Ding; Jun Wang 026; Juanjuan Shi (IEEE Trans. Instrum. Meas., 2023)

Classifier Discrepancy Guided Soft-Weight Adaptation Network for Machinery Fault Diagnosis Under Domain and Category Shift. - Rui Wang 081; Weiguo Huang; Jun Wang 026; Chuancang Ding; Changqing Shen; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2023)

Cross-domain privacy-preserving broad network for fault diagnosis of rotating machinery. - Mingkuan Shi; Chuancang Ding; Shuyuan Chang; Rui Wang 081; Weiguo Huang; Zhongkui Zhu (Adv. Eng. Informatics, 2023)

A novel domain generalization network with multidomain specific auxiliary classifiers for machinery fault diagnosis under unseen working conditions. - Rui Wang 081; Weiguo Huang; Yixiang Lu; Xiao Zhang; Jun Wang 026; Chuancang Ding; Changqing Shen (Reliab. Eng. Syst. Saf., 2023)

Domain-invariant feature fusion networks for semi-supervised generalization fault diagnosis. - He Ren; Jun Wang 026; Weiguo Huang; Xingxing Jiang; Zhongkui Zhu (Eng. Appl. Artif. Intell., 2023)

Assessment of Tool Wear With Insufficient and Unbalanced Data Using Improved Conditional Generative Adversarial Net and High-Quality Optimization Algorithm. - Tianyu Liu; Bojian Chen; Weiguo Huang; Lisa M. Jackson; Lei Mao; Qingbo He; Qiang Wu 013 (IEEE Trans. Ind. Electron., 2023)

Federated contrastive prototype learning: An efficient collaborative fault diagnosis method with data privacy. - Rui Wang 081; Weiguo Huang; Xiao Zhang; Jun Wang 026; Chuancang Ding; Changqing Shen (Knowl. Based Syst., 2023)

Graph embedding deep broad learning system for data imbalance fault diagnosis of rotating machinery. - Mingkuan Shi; Chuancang Ding; Rui Wang 081; Changqing Shen; Weiguo Huang; Zhongkui Zhu (Reliab. Eng. Syst. Saf., 2023)

SAMOC: Enabling Atomic Invocations for Cross-chain Crowdsourcing Testing DApps in Industrial Control Through Trusted Smart Community and Lock Mechanism. - Weiguo Huang; Yong Ding 005; Jun Li; Yujue Wang; Hai Liang; Changsong Yang (TrustCom, 2024)

A new feature boosting based continual learning method for bearing fault diagnosis with incremental fault types. - Zhenzhong He; Changqing Shen; Bojian Chen; Juanjuan Shi; Weiguo Huang; Zhongkui Zhu; Dong Wang 001 (Adv. Eng. Informatics, 2024)

Physics-informed unsupervised domain adaptation framework for cross-machine bearing fault diagnosis. - Ning Jia; Weiguo Huang; Chuancang Ding; Jun Wang 026; Zhongkui Zhu (Adv. Eng. Informatics, 2024)

Imbalanced class incremental learning system: A task incremental diagnosis method for imbalanced industrial streaming data. - Mingkuan Shi; Chuancang Ding; Changqing Shen; Weiguo Huang; Zhongkui Zhu (Adv. Eng. Informatics, 2024)

Cross-Supervised multisource prototypical network: A novel domain adaptation method for multi-source few-shot fault diagnosis. - Xiao Zhang; Weiguo Huang; Chuancang Ding; Jun Wang 026; Changqing Shen; Juanjuan Shi (Adv. Eng. Informatics, 2024)

Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments. - Yan Zhang 132; Changqing Shen; Xingli Zhong; Kai Chen; Weiguo Huang; Zhongkui Zhu (Adv. Eng. Informatics, 2024)

Cloud-edge collaborative transfer fault diagnosis of rotating machinery via federated fine-tuning and target self-adaptation. - Rui Wang 081; Weiguo Huang; Yixiang Lu; Jun Wang 026; Chuancang Ding; Yi Liao; Juanjuan Shi (Expert Syst. Appl., 2024)

Semi-supervised class incremental broad network for continuous diagnosis of rotating machinery faults with limited labeled samples. - Mingkuan Shi; Chuancang Ding; Rui Wang 081; Changqing Shen; Weiguo Huang; Zhongkui Zhu (Knowl. Based Syst., 2024)

Reserving embedding space for new fault types: A new continual learning method for bearing fault diagnosis. - Hongyan Zhu; Changqing Shen; Lin Li; Dong Wang 001; Weiguo Huang; Zhongkui Zhu (Reliab. Eng. Syst. Saf., 2024)

Low-Rank Constrained Multikernel General Parameterized Time-Frequency Transform and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Condition. - Chuancang Ding; Baoxiang Wang 005; Xingxing Jiang; Guifu Du; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2024)

Point Rail of High-Speed Railway Turnout Induced Feature Extraction Using Oscillatory Behavior-Based Signal Sparse Decomposition. - Weizhen Liu; Miao Tang; Jinzhao Liu; Hangyuan Qin; Juanjuan Shi; Weiguo Huang; Changqing Shen; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2024)

Sparse Optimization Model Based on Sparse Matrix and Singular Value Vector for Fault Diagnosis of Rolling Bearings. - Tianxu Qiu; Weiguo Huang; Yi Liao; Chuancang Ding; Jun Wang 026 (IEEE Trans. Instrum. Meas., 2024)

Multi-scale style generative and adversarial contrastive networks for single domain generalization fault diagnosis. - Jun Wang 026; He Ren; Changqing Shen; Weiguo Huang; Zhongkui Zhu (Reliab. Eng. Syst. Saf., 2024)

Cross-Domain Class Incremental Broad Network for Continuous Diagnosis of Rotating Machinery Faults Under Variable Operating Conditions. - Mingkuan Shi; Chuancang Ding; Shuyuan Chang; Changqing Shen; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Ind. Informatics, 2024)

Cross Metaplectic Wigner Distribution: Definition, Properties, Relation to Short-Time Metaplectic Transform, and Uncertainty Principles. - Zhichao Zhang; Liang He; Dong Li 009; Yangfan He; Weiguo Huang (IEEE Trans. Inf. Theory, 2024)

A More Balanced Loss-Reweighting Method for Long-Tailed Traffic Sign Detection and Recognition. - Yinjie Wang; Weiguo Huang; Jiajie Li; Guifu Du; Xiang Wang; Wenjuan E; Juanjuan Shi (IEEE Trans. Intell. Transp. Syst., 2024)

Auxiliary-feature-embedded causality-inspired dynamic penalty networks for open-set domain generalization diagnosis scenario. - Ning Jia; Weiguo Huang; Chuancang Ding; Yifan Huangfu; Juanjuan Shi; Zhongkui Zhu (Adv. Eng. Informatics, 2025)

CDARNet: A robust cross-dimensional adaptive region reconstruction network for real-time metal surface defect segmentation. - Qiancheng Li; Chuancang Ding; Baoxiang Wang 005; Jinyang Jiao; Weiguo Huang; Zhongkui Zhu (Adv. Eng. Informatics, 2025)

A new lifelong learning method based on dual distillation for bearing diagnosis with incremental fault types. - Shijun Xie; Changqing Shen; Dong Wang 001; Juanjuan Shi; Weiguo Huang; Zhongkui Zhu (Adv. Eng. Informatics, 2025)

A new adaptive representation dual classifier residual network for continuous fault diagnosis of rotating machinery with domain increments. - Yan Zhang 132; Changqing Shen; Hao Yang; Juanjuan Shi; Weiguo Huang; Zhongkui Zhu (Adv. Eng. Informatics, 2025)

A novel adaptive gating neurons model with physical features weighted for bearing fault diagnosis under strong noise. - Panpan Guo; Weiguo Huang; Ning Jia; Chuancang Ding; Yifan Huangfu; Xingxing Jiang; Juanjuan Shi (Eng. Appl. Artif. Intell., 2025)

Universal multimodal aggregation network with adaptive enhancement and semantic guidance for salient object detection. - Qiancheng Li; Chuancang Ding; Baoxiang Wang 005; Jun Wang 026; Weiguo Huang; Zhongkui Zhu (Eng. Appl. Artif. Intell., 2025)

A Fast Cross-Chain Protocol Based on Trusted Notary Group for Metaverse. - Yong Ding 005; Weiguo Huang; Hai Liang; Yujue Wang; Changsong Yang; Huiyong Wang (Int. J. Netw. Manag., 2025)

A physics-guided memory enhancement and causality-inspired generalization framework for continual fault diagnosis. - Ning Jia; Weiguo Huang; Panpan Guo; Chuancang Ding; Yifan Huangfu; Changqing Shen; Zhongkui Zhu (Knowl. Based Syst., 2025)

Dynamic branch layer fusion: A new continual learning method for rotating machinery fault diagnosis. - Changqing Shen; Zhenzhong He; Bojian Chen; Weiguo Huang; Lin Li; Dong Wang (Knowl. Based Syst., 2025)

Class-aware quantitative adversarial network: a novel partial-set transfer mechanism for cross-domain fault diagnosis of rotating machinery. - Yanlin Zhou; Chuancang Ding; Mingkuan Shi; Hongbo Que; Yifan Huangfu; Changqing Shen; Weiguo Huang; Zhongkui Zhu (Knowl. Based Syst., 2025)

PC3Net: A prior-causal contrast-collaboration network for single domain generalization fault diagnosis. - Ning Jia; Weiguo Huang; Chuancang Ding; Jun Wang 026; Zhongkui Zhu (Reliab. Eng. Syst. Saf., 2025)

Adaptive variational sampling-embedded domain generalization network for fault diagnosis with intra-inter-domain class imbalance. - Xiao Zhang; Weiguo Huang; Jun Wang 026; Zhongkui Zhu; Changqing Shen; Kai Chen; Xingli Zhong; Li He (Reliab. Eng. Syst. Saf., 2025)

Interpretable Transfer Unrolling Network for Intelligent Cross-Domain Condition Monitoring of Rotating Machinery. - Kai Chen; Chuancang Ding; Baoxiang Wang 005; Jun Wang 026; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2025)

Low-Rank Informed Adaptive Chirp Mode Decomposition and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Conditions. - Chuancang Ding; Xiaoting Huang; Baoxiang Wang 005; Xuan Li; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2025)

Imbalanced Partial Transfer Network for Intelligent Machine Fault Diagnosis. - Chuancang Ding; Yanlin Zhou; Xuyan Liu; Baoxiang Wang 005; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2025)

Hybrid Constraints Embedding Variational Nonlinear Chirp Mode Decomposition for Rotating Machine Fault Diagnosis Under Time-Varying Speed Conditions. - Xiaoting Huang; Chuancang Ding; Di Cheng; Baoxiang Wang 005; Xingxing Jiang; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2025)

Physics-Informed Uncertainty-Aware Dynamic Balancing Learning Framework for Unsupervised Universal Domain Generalization Diagnosis Scenario. - Ning Jia; Weiguo Huang; Chuancang Ding; Jun Wang 026 (IEEE Trans. Instrum. Meas., 2025)

Dual prototypical contrastive network: a novel self-supervised method for cross-domain few-shot fault diagnosis. - Xiao Zhang; Weiguo Huang; Rui Wang 081; Jun Wang 026; Changqing Shen (J. Intell. Manuf., 2025)

Classification bias and regression bias adjustment for long-tailed traffic sign detection and recognition. - Jiajie Li; Weiguo Huang; Guifu Du; Qiaoyue Li (Digit. Signal Process., 2026)