Weihua Li

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 53

Top Topics

Convolutional Neural Network

Driver Assistance Systems

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Publications

Ronghui Zhang, Jingtao Peng, Wanting Gou, Yuhang Ma, Junzhou Chen, Hongyu Hu, Weihua Li, Guodong Yin, Zhiwu Li
A robust and real-time lane detection method in low-light scenarios to advanced driver assistance systems. Expert Syst. Appl. 256 (2024)
Gang Chen, Junlin Yuan, Yiyue Zhang, Hanyue Zhu, Ruyi Huang, Fengtao Wang, Weihua Li
Enhancing Reliability Through Interpretability: A Comprehensive Survey of Interpretable Intelligent Fault Diagnosis in Rotating Machinery. IEEE Access 12 (2024)
Kai Wu, Yuan Lu, Ruyi Huang, Bernd Kuhlenkötter, Weihua Li
A Time-Series Data-Driven Method for Milling Force Prediction of Robotic Machining. IEEE Trans. Instrum. Meas. 73 (2024)
Jipu Li, Xiaoge Zhang, Ke Yue, Junbin Chen, Zhuyun Chen, Weihua Li
An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery. Expert Syst. Appl. 249 (2024)
Jingyan Xia, Zhuyun Chen, Jiaxian Chen, Guolin He, Ruyi Huang, Weihua Li
A digital twin-driven approach for partial domain fault diagnosis of rotating machinery. Eng. Appl. Artif. Intell. 131 (2024)
Dongxin Fu, Shaowu Zheng, Pengcheng Xie, Weihua Li
Depth-Guided Aggregation for Real-Time Binocular Depth Estimation Network. IEEE Multim. 31 (2) (2024)
Kairu Wen, Ruyi Huang, Dongpeng Li, Zhuyun Chen, Weihua Li
Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis. I2MTC (2023)
Jiao Chen, Jianhua Tang, Weihua Li
Industrial Edge Intelligence: Federated-Meta Learning Framework for Few-Shot Fault Diagnosis. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Ke Yue, Jipu Li, Junbin Chen, Ruyi Huang, Weihua Li
Multiscale Wavelet Prototypical Network for Cross-Component Few-Shot Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Jingkang Liang, Zhuyun Chen, Junbin Chen, Jipu Li, Ruyi Huang, Weihua Li
Resource-Efficient Network for Intelligent Fault Diagnosis Using Tree-Structured Parzen Estimator. ICSRS (2023)
Yong Xu, Hui Tao, Weihua Li, Yong Zhong
CapsFormer: A Novel Bearing Intelligent Fault Diagnosis Framework With Negligible Speed Change Under Small-Sample Conditions. IEEE Trans. Instrum. Meas. 72 (2023)
Weidong Xu, Jingke He, Weihua Li, Yi He, Haiyang Wan, Wu Qin, Zhuyun Chen
Long-Short-Term-Memory-Based Deep Stacked Sequence-to-Sequence Autoencoder for Health Prediction of Industrial Workers in Closed Environments Based on Wearable Devices. Sensors 23 (18) (2023)
Rugen Wang, Zhuyun Chen, Weihua Li
Gradient flow-based meta generative adversarial network for data augmentation in fault diagnosis. Appl. Soft Comput. 142 (2023)
Jipu Li, Ruyi Huang, Zhuyun Chen, Guolin He, Konstantinos C. Gryllias, Weihua Li
Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions. Adv. Eng. Informatics 55 (2023)
Weihua Li, Jingke He, Huibin Lin, Ruyi Huang, Guolin He, Zhuyun Chen
A LightGBM-Based Multiscale Weighted Ensemble Model for Few-Shot Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Ke Yue, Jipu Li, Zhuyun Chen, Ruyi Huang, Weihua Li
Multiple Source-Free Domain Adaptation Network Based on Knowledge Distillation for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Shaowu Zheng, Chong Xie, Ruyi Huang, Shanhu Yu, Ming Ye, Weihua Li
V2X-Based Cooperative Positioning for Connected Vehicles in GNSS- Denied Environments. ITSC (2023)
Xiaoqing Yang, Guolin He, Kang Ding, Yuanzheng Li, Xiaoxi Ding, Weihua Li
A Novel Optimization Demodulation Method for Gear Fault Vibration Overmodulation Signal and Its Application to Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Jingyan Xia, Ruyi Huang, Zhuyun Chen, Guolin He, Weihua Li
A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis. Reliab. Eng. Syst. Saf. 240 (2023)
Bo Yin, Jianhua Tang, Miaowen Wen, Weihua Li
On the Connectivity Maximization in NOMA-Aided Industrial IoT With Multiple Services. IEEE Internet Things J. 10 (17) (2023)
Zhuyun Chen, Jingyan Xia, Jipu Li, Junbin Chen, Ruyi Huang, Gang Jin, Weihua Li
Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network. Adv. Eng. Informatics 57 (2023)
Weihua Li, Hao Lan, Junbin Chen, Ke Feng, Ruyi Huang
WavCapsNet: An Interpretable Intelligent Compound Fault Diagnosis Method by Backward Tracking. IEEE Trans. Instrum. Meas. 72 (2023)
Zhuyun Chen, Yixiao Liao, Jipu Li, Ruyi Huang, Lei Xu, Gang Jin, Weihua Li
A Multi-Source Weighted Deep Transfer Network for Open-Set Fault Diagnosis of Rotary Machinery. IEEE Trans. Cybern. 53 (3) (2023)
Zhongze Liu, Kang Ding, Huibin Lin, Zhuyun Chen, Weihua Li
A Reweighted Overlapping Group Shrinkage Method for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Jipu Li, Ruyi Huang, Junbin Chen, Jingyan Xia, Zhuyun Chen, Weihua Li
Deep Self-Supervised Domain Adaptation Network for Fault Diagnosis of Rotating Machine With Unlabeled Data. IEEE Trans. Instrum. Meas. 71 (2022)
Ke Yue, Jipu Li, Junbin Chen, Weihua Li
Intelligent Cross-domain Fault Diagnosis For Rotating Machinery Using Multiscale Adversarial Convolutional Neural Network. I2MTC (2022)
Shaowu Zheng, Yun Xie, Minghao Li, Chong Xie, Weihua Li
A Novel Strategy for Global Lane Detection Based on Key-Point Regression and Multi-Scale Feature Fusion. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Junbin Chen, Jipu Li, Ruyi Huang, Ke Yue, Zhuyun Chen, Weihua Li
Federated Transfer Learning for Bearing Fault Diagnosis With Discrepancy-Based Weighted Federated Averaging. IEEE Trans. Instrum. Meas. 71 (2022)
Fei Jiang, Kang Ding, Guolin He, Huibin Lin, Zhuyun Chen, Weihua Li
Dual-Attention-Based Multiscale Convolutional Neural Network With Stage Division for Remaining Useful Life Prediction of Rolling Bearings. IEEE Trans. Instrum. Meas. 71 (2022)
Junbin Chen, Ruyi Huang, Kun Zhao, Wei Wang, Longcan Liu, Weihua Li
Multiscale Convolutional Neural Network With Feature Alignment for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Weihua Li, Zhuyun Chen, Guolin He
A Novel Weighted Adversarial Transfer Network for Partial Domain Fault Diagnosis of Machinery. IEEE Trans. Ind. Informatics 17 (3) (2021)
Botao An, Shibin Wang, Ruqiang Yan, Weihua Li, Xuefeng Chen
Adaptive Robust Noise Modeling of Sparse Representation for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Ruyi Huang, Jipu Li, Yixiao Liao, Junbin Chen, Zhen Wang, Weihua Li
Deep Adversarial Capsule Network for Compound Fault Diagnosis of Machinery Toward Multidomain Generalization Task. IEEE Trans. Instrum. Meas. 70 (2021)
Yun Xie, Shaowu Zheng, Weihua Li
Feature-Guided Spatial Attention Upsampling for Real-Time Stereo Matching Network. IEEE Multim. 28 (1) (2021)
Jipu Li, Ruyi Huang, Jingyan Xia, Zhuyun Chen, Weihua Li
A Global-Local Dynamic Adversarial Network for Intelligent Fault Diagnosis of Spindle Bearing. I2MTC (2021)
Botao An, Shibin Wang, Ruqiang Yan, Weihua Li, Xuefeng Chen
Generalized Gaussian Noise Distribution Enabled Sparse Representation Model for Bearing Fault Diagnosis. I2MTC (2020)
Zhuyun Chen, Guolin He, Jipu Li, Yixiao Liao, Konstantinos C. Gryllias, Weihua Li
Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery. IEEE Trans. Instrum. Meas. 69 (11) (2020)
Zhuyun Chen, Konstantinos C. Gryllias, Weihua Li
Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network. IEEE Trans. Ind. Informatics 16 (1) (2020)
Yixiao Liao, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li
Deep Semisupervised Domain Generalization Network for Rotary Machinery Fault Diagnosis Under Variable Speed. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Ruyi Huang, Jipu Li, Shuhua Wang, Guanghui Li, Weihua Li
A Robust Weight-Shared Capsule Network for Intelligent Machinery Fault Diagnosis. IEEE Trans. Ind. Informatics 16 (10) (2020)
Ruyi Huang, Zhen Wang, Jipu Li, Junbin Chen, Weihua Li
A Transferable Capsule Network for Decoupling Compound Fault of Machinery. I2MTC (2020)
Ruyi Huang, Jipu Li, Weihua Li, Lingli Cui
Deep Ensemble Capsule Network for Intelligent Compound Fault Diagnosis Using Multisensory Data. IEEE Trans. Instrum. Meas. 69 (5) (2020)
Bin Zhang, Shaohui Zhang, Weihua Li
Bearing performance degradation assessment using long short-term memory recurrent network. Comput. Ind. 106 (2019)
Shaohui Zhang, Man Wang, Weihua Li, Jiesi Luo, Zusheng Lin
Deep Learning With Emerging New Labels for Fault Diagnosis. IEEE Access 7 (2019)
Zhuyun Chen, Chenyu Liu, Konstantinos C. Gryllias, Weihua Li
Gearbox Fault Diagnosis Using Convolutional Neural Networks And Support Vector Machines. EUSIPCO (2019)
Ruyi Huang, Weihua Li, Lingli Cui
An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network With Multi-Label Classifier. I2MTC (2019)
Ruyi Huang, Yixiao Liao, Shaohui Zhang, Weihua Li
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis. IEEE Access 7 (2019)
Yixiao Liao, Lei Zhang, Weihua Li
Regrouping particle swarm optimization based variable neural network for gearbox fault diagnosis. J. Intell. Fuzzy Syst. 34 (6) (2018)
Xiaonan Liu, Wenjin Chen, Jie Liu, Weihua Li, Ruqiang Yan
Electric vehicle battery temperature measuring method based on magnetic nanoparticles. I2MTC (2018)
Zhuyun Chen, Weihua Li
Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network. IEEE Trans. Instrum. Meas. 66 (7) (2017)
Weihua Li, Shaohui Zhang, Subhash Rakheja
Feature Denoising and Nearest-Farthest Distance Preserving Projection for Machine Fault Diagnosis. IEEE Trans. Ind. Informatics 12 (1) (2016)
Zhuyun Chen, Xueqiong Zeng, Weihua Li, Guanglan Liao
Machine fault classification using deep belief network. I2MTC (2016)
Weihua Li, Waiping Shan, Shenglong Weng
Bearing fault classification using firefly clustering. I2MTC (2015)
Weihua Li, Zhidong Huang, Huibin Lin, Kang Ding
Envelope analysis by wavelet-filter based spectral kurtosis for bearing health monitoring. I2MTC (2013)
Weihua Li, Shaohui Zhang, Guolin He
Semisupervised Distance-Preserving Self-Organizing Map for Machine-Defect Detection and Classification. IEEE Trans. Instrum. Meas. 62 (5) (2013)
Weihua Li, Tielin Shi, Kang Ding
Gear Crack Detection Using Kernel Function Approximation. ICONIP (3) (2006)
Guanglan Liao, Tielin Shi, Weihua Li, Tao Huang
Feature Selection and Classification of Gear Faults Using SOM. ISNN (3) (2005)