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ORCIDZijun Zhang 0001
Person information
- affiliation: City University of Hong Kong, School of Data Science, College of Computing, Kowloon, Hong Kong
Other persons with the same name
- Zijun Zhang — disambiguation page
- Zijun Zhang 0002
![[0009-0004-3598-1715]](https://dblp.org/img/orcid-mark.12x12.png "0009-0004-3598-1715")
— Jiangxi University of Finance and Economics, Nanchang, China - Zijun Zhang 0003 — School of Cyber Science and Engineering, Wuhan, China
- Zijun Zhang 0004 — Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Zijun Zhang 0005 — Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Zijun Zhang 0006 — Wuhan University of Science and Technology, Wuhan, China
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2020 – today
- 2025
[j50]Tao Hu, Zhenling Mo, Zijun Zhang:
Neural ODE powered model for bearing remaining useful life predictions with intra- and inter-domain shifts. Adv. Eng. Informatics 64: 103077 (2025)- [j49]Bo Zhao, Qiqiang Wu, Yongbo Li, Weihua Li, Xianmin Zhang, Zijun Zhang:
STRFormer: A spatial topological relationship-guided multi-modal variational fusion network for intelligent health state diagnosis of the manipulator. Adv. Eng. Informatics 67: 103499 (2025) - [j48]Tao Hu, Zhenling Mo, Zijun Zhang:
Multitask Pointwise Mutual Information Learning for Bearing Remaining Useful Life Cross-Domain Imbalanced Regression. IEEE Internet Things J. 12(15): 30415-30425 (2025) - [j47]Hong Wang, Jun Lin, Zijun Zhang:
Semantics-Consistent Representation Learning for Industrial Fault Diagnosis in Unseen Domains. IEEE Internet Things J. 12(23): 50440-50453 (2025) - [j46]Ziquan Ou, Zijun Zhang:
AUDAN: An adversarial unsupervised domain adaptation network informed decision-making in audit risk assessment. Knowl. Based Syst. 314: 113171 (2025) - [j45]Zhijun Wang, Yanting Li, Zijun Zhang, Ershun Pan:
Privacy-Preserving Distributed Fault Diagnosis for Multiple Wind Farms Using a Federated Feature Fusion Method. IEEE Trans Autom. Sci. Eng. 22: 21525-21540 (2025) - [j44]Zhenling Mo, Zijun Zhang, Kwok-Leung Tsui:
Lifeisgood: Learning Invariant Features via In-Label Swapping for Generalizing Out-of-Distribution in Machine Fault Diagnosis. IEEE Trans. Cybern. 55(8): 3699-3712 (2025) - [j43]Zhenling Mo, Zijun Zhang, Kwok-Leung Tsui:
Domain Generalization Study of Empirical Risk Minimization From Causal Perspectives. IEEE Trans. Multim. 27: 4284-4296 (2025) - [j42]Zhenling Mo, Zijun Zhang, Qiang Miao, Kwok-Leung Tsui:
Extended Invariant Risk Minimization for Machine Fault Diagnosis With Label Noise and Data Shift. IEEE Trans. Neural Networks Learn. Syst. 36(8): 15476-15489 (2025) - 2024
- [j41]Tiange Wang, Zijun Zhang, Kwok-Leung Tsui:
PFFN: Periodic Feature-Folding Deep Neural Network for Traffic Condition Forecasting. IEEE Internet Things J. 11(2): 3108-3120 (2024) - [j40]Tiange Wang, Zijun Zhang, Kwok-Leung Tsui:
A Hierarchical Transfer-Generative Framework for Automating Multianalytical Tasks in Rail Surface Defect Inspection. IEEE Internet Things J. 11(12): 21513-21526 (2024) - [j39]Bo Zhao, Qiqiang Wu, Ke Zhao, Zhenling Mo, Zijun Zhang, Xianmin Zhang:
MNHP-GAE: A Novel Manipulator Intelligent Health State Diagnosis Method in Highly Imbalanced Scenarios. IEEE Internet Things J. 11(13): 24073-24082 (2024) - [j38]Zhenling Mo, Zijun Zhang, Kwok-Leung Tsui:
Distance-Aware Risk Minimization for Domain Generalization in Machine Fault Diagnosis. IEEE Internet Things J. 11(22): 37287-37301 (2024) - [j37]Liuyin Chen, Di Lu, Jianxue Zhai, Kaican Cai, Long Wang, Zijun Zhang:
Vision Intelligence Assisted Lung Function Estimation Based on Transformer Encoder-Decoder Network With Invertible Modeling. IEEE Trans. Artif. Intell. 5(7): 3336-3349 (2024) - [j36]Zhenling Mo, Zijun Zhang, Qiang Miao, Kwok-Leung Tsui:
Sparsity-Constrained Invariant Risk Minimization for Domain Generalization With Application to Machinery Fault Diagnosis Modeling. IEEE Trans. Cybern. 54(3): 1547-1559 (2024) - [j35]Tiange Wang, Zijun Zhang, Min Xie:
An Anomaly-Free Representation Learning Approach for Efficient Railway Foreign Object Detection. IEEE Trans. Ind. Informatics 20(10): 12125-12135 (2024) - [j34]Tao Hu, Zhenling Mo, Zijun Zhang:
A Life-Stage Domain Aware Network for Bearing Health Prognosis Under Unseen Temporal Distribution Shift. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j33]Zhong Zheng, Zijun Zhang:
A Stochastic Recurrent Encoder Decoder Network for Multistep Probabilistic Wind Power Predictions. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9565-9578 (2024) - [c1]Hong Wang, Zijun Zhang:
A Multi-task Learning Governed Temporal Convolutional Network for Predicting Rare HVAC Compressor Faults. IJCNN 2024: 1-8 - 2023
- [j32]Zhong Zheng, Zijun Zhang:
A temporal convolutional recurrent autoencoder based framework for compressing time series data. Appl. Soft Comput. 147: 110797 (2023) - [j31]Haike Qiao, Zijun Zhang, Qin Su:
Blockchain technology adoption of the manufacturers with product recycling considering green consumers. Comput. Ind. Eng. 177: 109021 (2023) - [j30]Long Wang, Zhe Song, Zijun Zhang, Chao Huang:
Editorial: Engineering applications of neurocomputing, volume II. Frontiers Neurorobotics 17 (2023) - [j29]Lanlan Zheng, Xin Liu, Feng Wu, Zijun Zhang:
A data-driven model assisted hybrid genetic algorithm for a two-dimensional shelf space allocation problem. Swarm Evol. Comput. 77: 101251 (2023) - [j28]Tiange Wang, Zijun Zhang, Kwok-Leung Tsui:
A Deep Generative Approach for Rail Foreign Object Detections via Semisupervised Learning. IEEE Trans. Ind. Informatics 19(1): 459-468 (2023) - [j27]Tiange Wang, Zijun Zhang, Kwok-Leung Tsui:
CAMV: A Crash Alarm Model for Vehicles Based on Internet of Vehicles Data. IEEE Trans. Intell. Transp. Syst. 24(11): 12014-12025 (2023) - 2022
- [j26]Long Wang, Zhe Song, Zijun Zhang, Chao Huang:
Editorial: Engineering Applications of Neurocomputing. Frontiers Neurorobotics 16: 839505 (2022) - [j25]Li Zhuang, Haoyang Qi, Tiange Wang, Zijun Zhang:
A Deep-Learning-Powered Near-Real-Time Detection of Railway Track Major Components: A Two-Stage Computer-Vision-Based Method. IEEE Internet Things J. 9(19): 18806-18816 (2022) - [j24]Zhong Zheng, Zijun Zhang, Long Wang, Xiong Luo:
Denoising temporal convolutional recurrent autoencoders for time series classification. Inf. Sci. 588: 159-173 (2022) - [j23]Liuyin Chen, Haoyang Qi, Di Lu, Jianxue Zhai, Kaican Cai, Long Wang, Guoyuan Liang, Zijun Zhang:
Machine vision-assisted identification of the lung adenocarcinoma category and high-risk tumor area based on CT images. Patterns 3(4): 100464 (2022) - [j22]Luoxiao Yang, Long Wang, Zhong Zheng, Zijun Zhang:
A Continual Learning-Based Framework for Developing a Single Wind Turbine Cybertwin Adaptively Serving Multiple Modeling Tasks. IEEE Trans. Ind. Informatics 18(7): 4912-4921 (2022) - [j21]Li Zhuang, Haoyang Qi, Zijun Zhang:
The Automatic Rail Surface Multi-Flaw Identification Based on a Deep Learning Powered Framework. IEEE Trans. Intell. Transp. Syst. 23(8): 12133-12143 (2022) - 2021
- [j20]Mithun Ghosh, Yongxiang Li, Li Zeng, Zijun Zhang, Qiang Zhou:
Modeling multivariate profiles using Gaussian process-controlled B-splines. IISE Trans. 53(7): 787-798 (2021) - [j19]Junlong Chen, Zijun Zhang, Feng Wu:
A data-driven method for enhancing the image-based automatic inspection of IC wire bonding defects. Int. J. Prod. Res. 59(16): 4779-4793 (2021) - [j18]Zhongju Wang, Long Wang, Chao Huang, Zijun Zhang, Xiong Luo:
Soil-Moisture-Sensor-Based Automated Soil Water Content Cycle Classification With a Hybrid Symbolic Aggregate Approximation Algorithm. IEEE Internet Things J. 8(18): 14003-14012 (2021) - [j17]Luoxiao Yang, Zijun Zhang:
A Conditional Convolutional Autoencoder-Based Method for Monitoring Wind Turbine Blade Breakages. IEEE Trans. Ind. Informatics 17(9): 6390-6398 (2021) - [j16]Zhenling Mo, Zijun Zhang, Kwok-Leung Tsui:
The Variational Kernel-Based 1-D Convolutional Neural Network for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j15]Luoxiao Yang, Zijun Zhang:
Wind Turbine Gearbox Failure Detection Based on SCADA Data: A Deep Learning-Based Approach. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [i4]Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui:
Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method. CoRR abs/2108.02421 (2021) - [i3]Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui:
Automatic Detection of Rail Components via A Deep Convolutional Transformer Network. CoRR abs/2108.02423 (2021) - [i2]Tiange Wang, Zijun Zhang, Kwok-Leung Tsui:
PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction. CoRR abs/2108.02424 (2021) - [i1]Luoxiao Yang, Long Wang, Zijun Zhang:
Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based Method. CoRR abs/2109.00894 (2021) - 2020
- [j14]Li Zhuang, Zijun Zhang, Long Wang:
The automatic segmentation of residential solar panels based on satellite images: A cross learning driven U-Net method. Appl. Soft Comput. 92: 106283 (2020)
2010 – 2019
- 2019
- [j13]Long Wang, Li Zhuang, Zijun Zhang:
Automatic Detection of Rail Surface Cracks with a Superpixel-Based Data-Driven Framework. J. Comput. Civ. Eng. 33(1) (2019) - 2018
- [j12]Long Wang, Zijun Zhang, Chao Huang, Kwok Leung Tsui:
A GPU-accelerated parallel Jaya algorithm for efficiently estimating Li-ion battery model parameters. Appl. Soft Comput. 65: 12-20 (2018) - [j11]Yong Wang, Hao Liu, Huan Long, Zijun Zhang, Shengxiang Yang:
Differential Evolution With a New Encoding Mechanism for Optimizing Wind Farm Layout. IEEE Trans. Ind. Informatics 14(3): 1040-1054 (2018) - [j10]Xiong Luo, Jiankun Sun, Long Wang, Weiping Wang, Wenbing Zhao, Jinsong Wu, Jenq-Haur Wang, Zijun Zhang:
Short-Term Wind Speed Forecasting via Stacked Extreme Learning Machine With Generalized Correntropy. IEEE Trans. Ind. Informatics 14(11): 4963-4971 (2018) - [j9]Long Wang, Zijun Zhang, Jia Xu, Ruihua Liu:
Wind Turbine Blade Breakage Monitoring With Deep Autoencoders. IEEE Trans. Smart Grid 9(4): 2824-2833 (2018) - 2017
- [j8]Huan Long, Zijun Zhang, Zhe Song, Andrew Kusiak:
Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts. IEEE Access 5: 1810-1819 (2017) - [j7]Long Wang, Zijun Zhang:
Automatic Detection of Wind Turbine Blade Surface Cracks Based on UAV-Taken Images. IEEE Trans. Ind. Electron. 64(9): 7293-7303 (2017) - [j6]Long Wang, Zijun Zhang, Huan Long, Jia Xu, Ruihua Liu:
Wind Turbine Gearbox Failure Identification With Deep Neural Networks. IEEE Trans. Ind. Informatics 13(3): 1360-1368 (2017) - 2016
- [j5]Matthias H. Y. Tan, Zijun Zhang:
Wind Turbine Modeling With Data-Driven Methods and Radially Uniform Designs. IEEE Trans. Ind. Informatics 12(3): 1261-1269 (2016) - 2015
- [j4]Zijun Zhang, Xiaofei He, Andrew Kusiak:
Data-driven minimization of pump operating and maintenance cost. Eng. Appl. Artif. Intell. 40: 37-46 (2015) - [j3]Huan Long, Long Wang, Zijun Zhang, Zhe Song, Jia Xu:
Data-Driven Wind Turbine Power Generation Performance Monitoring. IEEE Trans. Ind. Electron. 62(10): 6627-6635 (2015) - 2013
- [j2]Andrew Kusiak, Yaohui Zeng, Zijun Zhang:
Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach. Eng. Appl. Artif. Intell. 26(7): 1643-1651 (2013) - [j1]Zijun Zhang, Andrew Kusiak, Zhe Song:
Scheduling electric power production at a wind farm. Eur. J. Oper. Res. 224(1): 227-238 (2013)
Coauthor Index
aka: Kwok Leung Tsui
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