Weiguo Huang

86 papers A 1B 1Journal 75Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A new physics-guided interpretable continual learning method for incremental fault diagnosis of rotating machinery.
J. Ind. Inf. Integr.
Yan Zhang, Changqing Shen, Xiaofen Ye, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2026 J jnl
A novel knowledge-informed quadratic neurons residual network for explainable fault diagnosis in few-shot scenarios.
Eng. Appl. Artif. Intell.
Panpan Guo, Weiguo Huang, Guifu Du, Yifan Huangfu, Chuancang Ding, Jun Wang
2026 J jnl
Causal distillation-augmented dynamic threshold-aware network for multi-class incremental fault diagnosis under varying operating conditions.
Expert Syst. Appl.
Hao Wu, Chuancang Ding, Weiguo Huang
2026 J jnl
Classification bias and regression bias adjustment for long-tailed traffic sign detection and recognition.
Digit. Signal Process.
Jiajie Li, Weiguo Huang, Guifu Du, Qiaoyue Li
2026 J jnl
EnergyMatch: A long-tailed semi-supervised learning framework for cross-domain fault diagnosis.
Reliab. Eng. Syst. Saf.
Xiao Zhang, Weiguo Huang, Yifan Huangfu, Jun Wang, Chuancang Ding, Guifu Du
2026 J jnl
FFTLNet: A Find-first-then-look network for railway signal detection.
Digit. Signal Process.
Yihong Wang, Weiguo Huang, Qiaoyue Li, Guifu Du
2026 J jnl
Frequency-angle adaptive synchronous demodulation in three-dimensional space for enhancing time-varying features.
Digit. Signal Process.
Yuting Chen, Juanjuan Shi, Weiguo Huang, Changqing Shen, Zhongkui Zhu
2026 J jnl
Time-frequency aware feature disentanglement learning for intelligent bearing fault diagnosis under variable speed conditions.
Expert Syst. Appl.
Yuting Chen, Juanjuan Shi, Changqing Shen, Hao Yang, Zehui Hua, Weiguo Huang, Zhongkui Zhu
2025 J jnl
A Fast Cross-Chain Protocol Based on Trusted Notary Group for Metaverse.
Int. J. Netw. Manag.
Yong Ding, Weiguo Huang, Hai Liang, Yujue Wang, Changsong Yang, Huiyong Wang
2025 J jnl
A new adaptive representation dual classifier residual network for continuous fault diagnosis of rotating machinery with domain increments.
Adv. Eng. Informatics
Yan Zhang, Changqing Shen, Hao Yang, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2025 J jnl
A new lifelong learning method based on dual distillation for bearing diagnosis with incremental fault types.
Adv. Eng. Informatics
Shijun Xie, Changqing Shen, Dong Wang, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2025 J jnl
A novel adaptive gating neurons model with physical features weighted for bearing fault diagnosis under strong noise.
Eng. Appl. Artif. Intell.
Panpan Guo, Weiguo Huang, Ning Jia, Chuancang Ding, Yifan Huangfu, Xingxing Jiang, Juanjuan Shi
2025 J jnl
A physics-guided memory enhancement and causality-inspired generalization framework for continual fault diagnosis.
Knowl. Based Syst.
Ning Jia, Weiguo Huang, Panpan Guo, Chuancang Ding, Yifan Huangfu, Changqing Shen, Zhongkui Zhu
2025 J jnl
Adaptive variational sampling-embedded domain generalization network for fault diagnosis with intra-inter-domain class imbalance.
Reliab. Eng. Syst. Saf.
Xiao Zhang, Weiguo Huang, Jun Wang, Zhongkui Zhu, Changqing Shen, Kai Chen, Xingli Zhong, Li He
2025 J jnl
Auxiliary-feature-embedded causality-inspired dynamic penalty networks for open-set domain generalization diagnosis scenario.
Adv. Eng. Informatics
Ning Jia, Weiguo Huang, Chuancang Ding, Yifan Huangfu, Juanjuan Shi, Zhongkui Zhu
2025 J jnl
CDARNet: A robust cross-dimensional adaptive region reconstruction network for real-time metal surface defect segmentation.
Adv. Eng. Informatics
Qiancheng Li, Chuancang Ding, Baoxiang Wang, Jinyang Jiao, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Class-aware quantitative adversarial network: a novel partial-set transfer mechanism for cross-domain fault diagnosis of rotating machinery.
Knowl. Based Syst.
Yanlin Zhou, Chuancang Ding, Mingkuan Shi, Hongbo Que, Yifan Huangfu, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Dual prototypical contrastive network: a novel self-supervised method for cross-domain few-shot fault diagnosis.
J. Intell. Manuf.
Xiao Zhang, Weiguo Huang, Rui Wang, Jun Wang, Changqing Shen
2025 J jnl
Dynamic branch layer fusion: A new continual learning method for rotating machinery fault diagnosis.
Knowl. Based Syst.
Changqing Shen, Zhenzhong He, Bojian Chen, Weiguo Huang, Lin Li, Dong Wang
2025 J jnl
Edge Intelligence Empowered English Speech Recognition in Portable Devices.
Internet Technol. Lett.
Zhongmin Li, Weiguo Huang, Cui Gu
2025 J jnl
Hybrid Constraints Embedding Variational Nonlinear Chirp Mode Decomposition for Rotating Machine Fault Diagnosis Under Time-Varying Speed Conditions.
IEEE Trans. Instrum. Meas.
Xiaoting Huang, Chuancang Ding, Di Cheng, Baoxiang Wang, Xingxing Jiang, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Imbalanced Partial Transfer Network for Intelligent Machine Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Chuancang Ding, Yanlin Zhou, Xuyan Liu, Baoxiang Wang, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Interpretable Transfer Unrolling Network for Intelligent Cross-Domain Condition Monitoring of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Kai Chen, Chuancang Ding, Baoxiang Wang, Jun Wang, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Lightweight Federated Domain Generalization With Global-Local Contrastive Learning for Machine Fault Diagnosis.
IEEE Internet Things J.
Rui Wang, Weiguo Huang, Wenke Huang
2025 J jnl
Low-Rank Informed Adaptive Chirp Mode Decomposition and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Conditions.
IEEE Trans. Instrum. Meas.
Chuancang Ding, Xiaoting Huang, Baoxiang Wang, Xuan Li, Weiguo Huang, Zhongkui Zhu
2025 J jnl
PC3Net: A prior-causal contrast-collaboration network for single domain generalization fault diagnosis.
Reliab. Eng. Syst. Saf.
Ning Jia, Weiguo Huang, Chuancang Ding, Jun Wang, Zhongkui Zhu
2025 J jnl
Physics-Informed Uncertainty-Aware Dynamic Balancing Learning Framework for Unsupervised Universal Domain Generalization Diagnosis Scenario.
IEEE Trans. Instrum. Meas.
Ning Jia, Weiguo Huang, Chuancang Ding, Jun Wang
2025 J jnl
Universal multimodal aggregation network with adaptive enhancement and semantic guidance for salient object detection.
Eng. Appl. Artif. Intell.
Qiancheng Li, Chuancang Ding, Baoxiang Wang, Jun Wang, Weiguo Huang, Zhongkui Zhu
2025 J jnl
Weight Alignment Prototype Contrastive Network for Rotating Machinery Continual Fault Diagnosis Under Class Imbalanced Data.
IEEE Trans. Instrum. Meas.
Yan Zhang, Changqing Shen, Hao Yang, Dong Wang, Juanjuan Shi, Weiguo Huang
2024 J jnl
A More Balanced Loss-Reweighting Method for Long-Tailed Traffic Sign Detection and Recognition.
IEEE Trans. Intell. Transp. Syst.
Yinjie Wang, Weiguo Huang, Jiajie Li, Guifu Du, Xiang Wang, Wenjuan E, Juanjuan Shi
2024 J jnl
A new feature boosting based continual learning method for bearing fault diagnosis with incremental fault types.
Adv. Eng. Informatics
Zhenzhong He, Changqing Shen, Bojian Chen, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu, Dong Wang
2024 J jnl
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments.
Adv. Eng. Informatics
Yan Zhang, Changqing Shen, Xingli Zhong, Kai Chen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Cloud-edge collaborative transfer fault diagnosis of rotating machinery via federated fine-tuning and target self-adaptation.
Expert Syst. Appl.
Rui Wang, Weiguo Huang, Yixiang Lu, Jun Wang, Chuancang Ding, Yi Liao, Juanjuan Shi
2024 J jnl
Cross Metaplectic Wigner Distribution: Definition, Properties, Relation to Short-Time Metaplectic Transform, and Uncertainty Principles.
IEEE Trans. Inf. Theory
Zhichao Zhang, Liang He, Dong Li, Yangfan He, Weiguo Huang
2024 J jnl
Cross-Domain Class Incremental Broad Network for Continuous Diagnosis of Rotating Machinery Faults Under Variable Operating Conditions.
IEEE Trans. Ind. Informatics
Mingkuan Shi, Chuancang Ding, Shuyuan Chang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Cross-Supervised multisource prototypical network: A novel domain adaptation method for multi-source few-shot fault diagnosis.
Adv. Eng. Informatics
Xiao Zhang, Weiguo Huang, Chuancang Ding, Jun Wang, Changqing Shen, Juanjuan Shi
2024 J jnl
Imbalanced class incremental learning system: A task incremental diagnosis method for imbalanced industrial streaming data.
Adv. Eng. Informatics
Mingkuan Shi, Chuancang Ding, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Low-Rank Constrained Multikernel General Parameterized Time-Frequency Transform and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Condition.
IEEE Trans. Instrum. Meas.
Chuancang Ding, Baoxiang Wang, Xingxing Jiang, Guifu Du, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Multi-scale style generative and adversarial contrastive networks for single domain generalization fault diagnosis.
Reliab. Eng. Syst. Saf.
Jun Wang, He Ren, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Physics-informed unsupervised domain adaptation framework for cross-machine bearing fault diagnosis.
Adv. Eng. Informatics
Ning Jia, Weiguo Huang, Chuancang Ding, Jun Wang, Zhongkui Zhu
2024 J jnl
Point Rail of High-Speed Railway Turnout Induced Feature Extraction Using Oscillatory Behavior-Based Signal Sparse Decomposition.
IEEE Trans. Instrum. Meas.
Weizhen Liu, Miao Tang, Jinzhao Liu, Hangyuan Qin, Juanjuan Shi, Weiguo Huang, Changqing Shen, Zhongkui Zhu
2024 J jnl
Reserving embedding space for new fault types: A new continual learning method for bearing fault diagnosis.
Reliab. Eng. Syst. Saf.
Hongyan Zhu, Changqing Shen, Lin Li, Dong Wang, Weiguo Huang, Zhongkui Zhu
2024 B conf
SAMOC: Enabling Atomic Invocations for Cross-chain Crowdsourcing Testing DApps in Industrial Control Through Trusted Smart Community and Lock Mechanism.
TrustCom
Weiguo Huang, Yong Ding, Jun Li, Yujue Wang, Hai Liang, Changsong Yang
2024 J jnl
Semi-supervised class incremental broad network for continuous diagnosis of rotating machinery faults with limited labeled samples.
Knowl. Based Syst.
Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Sparse Optimization Model Based on Sparse Matrix and Singular Value Vector for Fault Diagnosis of Rolling Bearings.
IEEE Trans. Instrum. Meas.
Tianxu Qiu, Weiguo Huang, Yi Liao, Chuancang Ding, Jun Wang
2023 J jnl
A novel domain generalization network with multidomain specific auxiliary classifiers for machinery fault diagnosis under unseen working conditions.
Reliab. Eng. Syst. Saf.
Rui Wang, Weiguo Huang, Yixiang Lu, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen
2023 J jnl
Assessment of Tool Wear With Insufficient and Unbalanced Data Using Improved Conditional Generative Adversarial Net and High-Quality Optimization Algorithm.
IEEE Trans. Ind. Electron.
Tianyu Liu, Bojian Chen, Weiguo Huang, Lisa M. Jackson, Lei Mao, Qingbo He, Qiang Wu
2023 J jnl
Categorical Feature GAN for Imbalanced Intelligent Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Jun Dai, Jun Wang, Lin-Quan Yao, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Classifier Discrepancy Guided Soft-Weight Adaptation Network for Machinery Fault Diagnosis Under Domain and Category Shift.
IEEE Trans. Instrum. Meas.
Rui Wang, Weiguo Huang, Jun Wang, Chuancang Ding, Changqing Shen, Zhongkui Zhu
2023 J jnl
Cross-domain privacy-preserving broad network for fault diagnosis of rotating machinery.
Adv. Eng. Informatics
Mingkuan Shi, Chuancang Ding, Shuyuan Chang, Rui Wang, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis.
Knowl. Based Syst.
Mingkuan Shi, Chuancang Ding, Rui Wang, Qiuyu Song, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Domain-invariant feature fusion networks for semi-supervised generalization fault diagnosis.
Eng. Appl. Artif. Intell.
He Ren, Jun Wang, Weiguo Huang, Xingxing Jiang, Zhongkui Zhu
2023 J jnl
Dual Contrastive Learning for Semi-Supervised Fault Diagnosis Under Extremely Low Label Rate.
IEEE Trans. Instrum. Meas.
Linghui Lu, Jun Wang, Weiguo Huang, Changqing Shen, Juanjuan Shi, Zhongkui Zhu
2023 J jnl
Federated contrastive prototype learning: An efficient collaborative fault diagnosis method with data privacy.
Knowl. Based Syst.
Rui Wang, Weiguo Huang, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen
2023 J jnl
Graph embedding deep broad learning system for data imbalance fault diagnosis of rotating machinery.
Reliab. Eng. Syst. Saf.
Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Multi-stage distribution correction: A promising data augmentation method for few-shot fault diagnosis.
Eng. Appl. Artif. Intell.
Xiao Zhang, Weiguo Huang, Rui Wang, Yi Liao, Chuancang Ding, Jun Wang, Juanjuan Shi
2023 J jnl
Sparse Low-Rank Matrix Estimation With Nonconvex Enhancement for Fault Diagnosis of Rolling Bearings.
IEEE Trans. Instrum. Meas.
Juntao Ma, Weiguo Huang, Yi Liao, Xingxing Jiang, Chuancang Ding, Jun Wang, Juanjuan Shi
2022 — conf
Blockchain-Based UAV-Assisted Forest Supervision and Data Sharing.
BlockSys
Lipan Chen, Hai Liang, Xinyang Li, Yong Ding, Weiguo Huang, Yujue Wang, Xiaochun Zhou
2022 J jnl
Federated adversarial domain generalization network: A novel machinery fault diagnosis method with data privacy.
Knowl. Based Syst.
Rui Wang, Weiguo Huang, Mingkuan Shi, Jun Wang, Changqing Shen, Zhongkui Zhu
2022 J jnl
Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Juanjuan Shi, Zehui Hua, Weiguo Huang, Patrick Dumond, Changqing Shen, Zhongkui Zhu
2022 — conf
Lifelong Learning for Bearing Fault Diagnosis with Incremental Fault Types.
ICPHM
Bojian Chen, Chuancang Ding, Xingxing Jiang, Juanjuan Shi, Weiguo Huang, Changqing Shen
2022 J jnl
Long-Tailed Traffic Sign Detection Using Attentive Fusion and Hierarchical Group Softmax.
IEEE Trans. Intell. Transp. Syst.
Erfeng Gao, Weiguo Huang, Juanjuan Shi, Xiang Wang, Jianying Zheng, Guifu Du, Yanyun Tao
2022 J jnl
Multisource Domain Feature Adaptation Network for Bearing Fault Diagnosis Under Time-Varying Working Conditions.
IEEE Trans. Instrum. Meas.
Rui Wang, Weiguo Huang, Jun Wang, Changqing Shen, Zhongkui Zhu
2022 J jnl
Self-Adaptive Multivariate Variational Mode Decomposition and Its Application for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Qiuyu Song, Xingxing Jiang, Shuang Wang, Jianfeng Guo, Weiguo Huang, Zhongkui Zhu
2021 J jnl
Enhanced Sparse Regularization Based on Logarithm Penalty and Its Application to Gearbox Compound Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Yi Liao, Weiguo Huang, Changqing Shen, Zhongkui Zhu, Jianping Xuan, Lingfeng Mao
2021 J jnl
Long-Term Performance Prediction of PEMFC Based on LASSO-ESN.
IEEE Trans. Instrum. Meas.
Kai He, Lei Mao, Jianbo Yu, Weiguo Huang, Qingbo He, Lisa M. Jackson
2020 J jnl
Multiple Enhanced Sparse Decomposition for Gearbox Compound Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Ning Li, Weiguo Huang, Wenjun Guo, Guanqi Gao, Zhongkui Zhu
2020 J jnl
Nonconvex Group Sparsity Signal Decomposition via Convex Optimization for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Weiguo Huang, Ning Li, Ivan W. Selesnick, Juanjuan Shi, Jun Wang, Lei Mao, Xingxing Jiang, Zhongkui Zhu
2019 — conf
Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Gearbox Fault Diagnosis.
AIM
Yumei Qi, Changqing Shen, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2019 J jnl
Dual-Guidance-Based Optimal Resonant Frequency Band Selection and Multiple Ridge Path Identification for Bearing Fault Diagnosis Under Time-Varying Speeds.
IEEE Access
Juanjuan Shi, Weiguo Huang, Changqing Shen, Xingxing Jiang, Zhongkui Zhu
2019 J jnl
Time-Frequency Squeezing and Generalized Demodulation Combined for Variable Speed Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Weiguo Huang, Guanqi Gao, Ning Li, Xingxing Jiang, Zhongkui Zhu
2018 J jnl
Adaptive deep feature learning network with Nesterov momentum and its application to rotating machinery fault diagnosis.
Neurocomputing
Shenghao Tang, Changqing Shen, Dong Wang, Shuang Li, Weiguo Huang, Zhongkui Zhu
2018 J jnl
Dense and Tight Detection of Chinese Characters in Historical Documents: Datasets and a Recognition Guided Detector.
IEEE Access
Hailin Yang, Lianwen Jin, Weiguo Huang, Zhaoyang Yang, Songxuan Lai, Jifeng Sun
2018 — conf
Feature enhancement via balanced non-convex regularization for rotary machine fault diagnosis.
I2MTC
Lin Wang, Gaigai Cai, Zhongkui Zhu, Weiguo Huang
2018 J jnl
Image smoothing via a scale-aware filter and
IET Image Process.
Weiguo Huang, Wei Bi, Guanqi Gao, Yong Ping Zhang, Zhongkui Zhu
2017 A conf
A Comprehensive Analysis of Misclassified Handwritten Chinese Character Samples by Incorporating Human Recognition.
ICDAR
Kaihuan Liang, Lianwen Jin, Zecheng Xie, Xuefeng Xiao, Weiguo Huang
2017 J jnl
Transients Extraction Based on Averaged Random Orthogonal Matching Pursuit Algorithm for Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Lin Wang, Gaigai Cai, Wei You, Weiguo Huang, Zhongkui Zhu
2016 — conf
Sparse representation of gearbox compound fault features by combining Majorization-Minimization algorithm and wavelet bases.
I2MTC
Chunyan Luo, Changqing Shen, Wei You, Weiguo Huang, Gaigai Cai, Zhongkui Zhu
2015 J jnl
Shape matching and object recognition using common base triangle area.
IET Comput. Vis.
Dameng Hu, Weiguo Huang, Jianyu Yang, Li Shang, Zhongkui Zhu
2014 — conf
Adaptive discrete curve evolution for shape recognition.
ROBIO
Dameng Hu, Weiguo Huang, Li Shang, Zhongkui Zhu, Jianyu Yang
2014 J jnl
Adaptive spectral kurtosis filtering based on Morlet wavelet and its application for signal transients detection.
Signal Process.
Haiyang Liu, Weiguo Huang, Shibin Wang, Zhongkui Zhu
2014 — conf
Sparsity-enabled signal transient feature extraction using wavelet basis and constrained optimization algorithm.
ChinaSIP
Wei Fan, Gaigai Cai, Weiguo Huang, Z. K. Zhu
2014 — conf
The Research of the Transient Feature Extraction by Resonance-Based Method Using Double-TQWT.
ICIC (1)
Weiwei Xiang, Gaigai Cai, Wei Fan, Weiguo Huang, Li Shang, Zhongkui Zhu
2013 — conf
Efficient object recognition method based on hierarchical representation.
ROBIO
Chao Gu, Weiguo Huang, Jin Tao, Li Shang, Zhongkui Zhu
2010 J jnl
Adaptive Parameter Identification Based on Morlet Wavelet and Application in Gearbox Fault Feature Detection.
EURASIP J. Adv. Signal Process.
Shibin Wang, Zhongkui Zhu, Yingping He, Weiguo Huang
2009 J jnl
Research on Blind Source Separation for Machine Vibrations.
Wirel. Sens. Netw.
Weiguo Huang, Shuyou Wu, Fangrang Kong, Qiang Wu