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ORCIDZijun Zhang
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j59]Hong Liu, Zijun Zhang:
Development and trending of deep learning methods for wind power predictions. Artif. Intell. Rev. 57(5): 112 (2024)- [j58]Qiao Li
, Jing Chen, Kun He, Zijun Zhang, Ruiying Du, Jisi She, Xinxin Wang:
Model-agnostic adversarial example detection via high-frequency amplification. Comput. Secur. 141: 103791 (2024) - [j57]Qiao Li, Jing Chen, Kun He, Zijun Zhang, Ruiying Du, Jisi She, Xinxin Wang:
Corrigendum to "Model-agnostic Adversarial Example Detection via High-Frequency Amplification" [Computers & Security, Volume 141, June 2024, 103791]. Comput. Secur. 146: 104006 (2024) - [j56]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) - [j55]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) - [j54]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) - [j53]Xiangqing Liu, Li Tang, Gang Li, Zijun Zhang, Shaoan Yan, Yongguang Xiao, Jianbin Xie, Minghua Tang:
IDSSI: Image Deturbulence with Semantic and Spatial-Temporal Information. Pattern Recognit. 156: 110813 (2024) - [j52]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) - [j51]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) - [j50]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) - [j49]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) - [j48]Zijun Zhang, Jin Liu, Xiaolin Ning, Xiao Chen, Xin Ma:
SRGAN-LSTM-Based Celestial Spectral Velocimetry Compensation Method With Solar Activity Images. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j47]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) - [c16]Chenguang Wang, Zijun Zhang, Zhidan Zhou:
Domain Feature Perturbation for Domain Generalization. ECAI 2024: 2532-2539 - [c15]Hong Wang, Zijun Zhang:
A Multi-task Learning Governed Temporal Convolutional Network for Predicting Rare HVAC Compressor Faults. IJCNN 2024: 1-8 - [c14]Zijun Zhang, Xuanheng Li, Xiaohong Ma, Yi Sun:
E-Transunet: Enhanced Transunet for Medical Image Segmentation. ISBI 2024: 1-5 - [i20]Huixin Zhan, Ying Nian Wu, Zijun Zhang:
Efficient and Scalable Fine-Tune of Language Models for Genome Understanding. CoRR abs/2402.08075 (2024) - [i19]Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu:
Towards Robust Graph Incremental Learning on Evolving Graphs. CoRR abs/2402.12987 (2024) - [i18]Huixin Zhan, Zijun Zhang:
DYNA: Disease-Specific Language Model for Variant Pathogenicity. CoRR abs/2406.00164 (2024) - [i17]Luoxiao Yang, Yun Wang, Xinqi Fan, Israel Cohen, Yue Zhao, Zijun Zhang:
ViTime: A Visual Intelligence-Based Foundation Model for Time Series Forecasting. CoRR abs/2407.07311 (2024) - [i16]Qiao Li, Cong Wu, Jing Chen, Zijun Zhang, Kun He, Ruiying Du, Xinxin Wang, Qingchuang Zhao, Yang Liu:
Privacy-preserving Universal Adversarial Defense for Black-box Models. CoRR abs/2408.10647 (2024) - 2023
- [j46]Zhong Zheng, Zijun Zhang:
A temporal convolutional recurrent autoencoder based framework for compressing time series data. Appl. Soft Comput. 147: 110797 (2023) - [j45]Michail Chatzianastasis, Michalis Vazirgiannis, Zijun Zhang:
Explainable Multilayer Graph Neural Network for cancer gene prediction. Bioinform. 39(11) (2023) - [j44]Haike Qiao, Zijun Zhang, Qin Su:
Blockchain technology adoption of the manufacturers with product recycling considering green consumers. Comput. Ind. Eng. 177: 109021 (2023) - [j43]Long Wang, Zhe Song, Zijun Zhang, Chao Huang:
Editorial: Engineering applications of neurocomputing, volume II. Frontiers Neurorobotics 17 (2023) - [j42]Zijun Zhang, Adam R. Lamson, Michael J. Shelley, Olga G. Troyanskaya:
Interpretable neural architecture search and transfer learning for understanding CRISPR-Cas9 off-target enzymatic reactions. Nat. Comput. Sci. 3(12): 1056-1066 (2023) - [j41]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) - [j40]Xiangqing Liu, Gang Li, Zhenyang Zhao, Qi Cao, Zijun Zhang, Shaoan Yan, Jianbin Xie, Minghua Tang:
EAF-WGAN: Enhanced Alignment Fusion-Wasserstein Generative Adversarial Network for Turbulent Image Restoration. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5605-5616 (2023) - [j39]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) - [j38]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) - [c13]Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu:
Towards Robust Graph Incremental Learning on Evolving Graphs. ICML 2023: 32728-32748 - [c12]Fanlang Zeng, Zhuoruo Zhang, Rui Chang, Chenyang Yu, Zijun Zhang, Yongwang Zhao:
Lark: Verified Cross-Domain Access Control for Trusted Execution Environments. ISSRE 2023: 160-171 - [i15]Michail Chatzianastasis, Michalis Vazirgiannis, Zijun Zhang:
Explainable Multilayer Graph Neural Network for Cancer Gene Prediction. CoRR abs/2301.08831 (2023) - [i14]Luoxiao Yang, Xinqi Fan, Zijun Zhang:
Your time series is worth a binary image: machine vision assisted deep framework for time series forecasting. CoRR abs/2302.14390 (2023) - [i13]Zijun Zhang, Adam R. Lamson, Michael J. Shelley, Olga G. Troyanskaya:
Interpretable neural architecture search and transfer learning for understanding sequence dependent enzymatic reactions. CoRR abs/2305.11917 (2023) - [i12]Christian Pedersen, Tiberiu Tesileanu, Tinghui Wu, Siavash Golkar, Miles D. Cranmer, Zijun Zhang, Shirley Ho:
Reusability report: Prostate cancer stratification with diverse biologically-informed neural architectures. CoRR abs/2309.16645 (2023) - [i11]Huixin Zhan, Zijun Zhang:
ProPath: Disease-Specific Protein Language Model for Variant Pathogenicity. CoRR abs/2311.03429 (2023) - 2022
- [j37]Zijun Zhang, Jin Liu, Xiaolin Ning:
Celestial Spectrum Velocimetry With Non-Linear Fourier Phase Shift and Its CRLB. IEEE Access 10: 23321-23332 (2022) - [j36]Long Wang, Zhe Song, Zijun Zhang, Chao Huang:
Editorial: Engineering Applications of Neurocomputing. Frontiers Neurorobotics 16: 839505 (2022) - [j35]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) - [j34]Zhong Zheng, Zijun Zhang, Long Wang, Xiong Luo:
Denoising temporal convolutional recurrent autoencoders for time series classification. Inf. Sci. 588: 159-173 (2022) - [j33]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) - [j32]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) - [j31]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) - [c11]Xinliang Miao, Fanlang Zeng, Rui Chang, Chenyang Yu, Zijun Zhang, Liehui Jiang, Yongwang Zhao:
Is your access allowed or not? A Verified Tag-based Access Control Framework for the Multi-domain TEE. Internetware 2022: 252-261 - [i10]Luoxiao Yang, Zhong Zheng, Zijun Zhang:
Rubik's Cube Operator: A Plug And Play Permutation Module for Better Arranging High Dimensional Industrial Data in Deep Convolutional Processes. CoRR abs/2203.12921 (2022) - 2021
- [j30]Victoria R. Li, Zijun Zhang, Olga G. Troyanskaya:
CROTON: an automated and variant-aware deep learning framework for predicting CRISPR/Cas9 editing outcomes. Bioinform. 37(Supplement): 342-348 (2021) - [j29]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) - [j28]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) - [j27]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) - [j26]Zijun Zhang, Christopher Y. Park, Chandra L. Theesfeld, Olga G. Troyanskaya:
An automated framework for efficiently designing deep convolutional neural networks in genomics. Nat. Mach. Intell. 3(5): 392-400 (2021) - [j25]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) - [j24]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) - [j23]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) - [j22]Zijun Zhang, Han Zhang, Wanzhong Zhao:
A Human-Vehicle Game Stability Control Strategy Considering Drivers' Steering Characteristics. IEEE Trans. Intell. Transp. Syst. 22(11): 7306-7316 (2021) - [i9]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) - [i8]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) - [i7]Tiange Wang, Zijun Zhang, Kwok-Leung Tsui:
PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction. CoRR abs/2108.02424 (2021) - [i6]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
- [j21]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) - [j20]Yan Shi, Zijun Zhang, Kaining Huang, Wudi Ma, Shanshan Tu:
Human-computer interaction based on face feature localization. J. Vis. Commun. Image Represent. 70: 102740 (2020) - [j19]Kaining Huang, Yan Shi, Fuqi Zhao, Zijun Zhang, Shanshan Tu:
Multiple instance deep learning for weakly-supervised visual object tracking. Signal Process. Image Commun. 84: 115807 (2020) - [c10]Ping Wang, Yuanheng Li, Zijun Zhang, Yifeng Lin, Zhendong Jiang, Xiaofang Ding, Lin Yang:
Effects of functional electrical stimulation on neuromuscular function after targeted muscle reinnervation surgery in rats*. EMBC 2020: 3823-3826 - [c9]Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull:
Perceptual Generative Autoencoders. ICML 2020: 11298-11306
2010 – 2019
- 2019
- [b1]Zijun Zhang:
Improving Deep Neural Networks: Optimization, Regularization, and Generative Modeling. University of Calgary, Alberta, Canada, 2019 - [j18]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) - [j17]Zijun Zhang, Wanzhong Zhao, Chunyan Wang, Liang Li:
Stability control of in-wheel motor electric vehicles under extreme conditions. Trans. Inst. Meas. Control 41(10): 2838-2850 (2019) - [c8]Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull:
Perceptual Generative Autoencoders. DGS@ICLR 2019 - [i5]Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull:
Perceptual Generative Autoencoders. CoRR abs/1906.10335 (2019) - [i4]Zijun Zhang, Linqi Zhou, Liangke Gou, Ying Nian Wu:
Neural Architecture Search for Joint Optimization of Predictive Power and Biological Knowledge. CoRR abs/1909.00337 (2019) - 2018
- [j16]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) - [j15]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) - [j14]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) - [j13]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) - [c7]Zijun Zhang:
Improved Adam Optimizer for Deep Neural Networks. IWQoS 2018: 1-2 - [c6]Zijun Zhang, Yining Zhang, Zongpeng Li:
Removing the Feature Correlation Effect of Multiplicative Noise. NeurIPS 2018: 625-634 - [i3]Zijun Zhang, Yining Zhang, Zongpeng Li:
Removing the Feature Correlation Effect of Multiplicative Noise. CoRR abs/1809.07023 (2018) - 2017
- [j12]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) - [j11]Lili Liu, Zijun Zhang, Taotao Sheng, Ming Chen:
DEF: an automated dead-end filling approach based on quasi-endosymbiosis. Bioinform. 33(3): 405-413 (2017) - [j10]Zijun Zhang, Zongpeng Li, Chuan Wu:
Optimal Posted Prices for Online Cloud Resource Allocation. Proc. ACM Meas. Anal. Comput. Syst. 1(1): 23:1-23:26 (2017) - [j9]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) - [j8]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) - [c5]Zijun Zhang, Zongpeng Li, Chuan Wu, Chuanhe Huang:
A Scalable and Distributed Approach for NFV Service Chain Cost Minimization. ICDCS 2017: 2151-2156 - [c4]Zijun Zhang, Zongpeng Li, Chuan Wu:
Optimal Posted Prices for Online Cloud Resource Allocation. SIGMETRICS (Abstracts) 2017: 60 - [i2]Zijun Zhang, Zongpeng Li, Chuan Wu:
Optimal Posted Prices for Online Cloud Resource Allocation. CoRR abs/1704.05511 (2017) - [i1]Zijun Zhang, Lin Ma, Zongpeng Li, Chuan Wu:
Normalized Direction-preserving Adam. CoRR abs/1709.04546 (2017) - 2016
- [j7]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
- [j6]Zijun Zhang, Xiaofei He, Andrew Kusiak:
Data-driven minimization of pump operating and maintenance cost. Eng. Appl. Artif. Intell. 40: 37-46 (2015) - [j5]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
- [j4]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) - [j3]Zijun Zhang, Andrew Kusiak, Zhe Song:
Scheduling electric power production at a wind farm. Eur. J. Oper. Res. 224(1): 227-238 (2013) - [j2]Lili Liu, Qian Mei, Zhenning Yu, Tianhao Sun, Zijun Zhang, Ming Chen:
An Integrative Bioinformatics Framework for Genome-scale Multiple Level Network Reconstruction of Rice. J. Integr. Bioinform. 10(2) (2013) - [c3]Zijun Zhang, Zhenkun Jin, Xiaoxi Zhang:
Min-cost wireless multihop networks in Euclidean space. NetCod 2013: 1-6
2000 – 2009
- 2009
- [c2]Youqiang Guo, Zijun Zhang, Xuezhu Pei:
A Research on Instability of Small Flow in SCADA and an Optimizing Design for Control. ICCSA (2) 2009: 653-663 - 2007
- [j1]Zijing Tan, Zijun Zhang, Wei Wang, Baile Shi:
Consistent data for inconsistent XML document. Inf. Softw. Technol. 49(9-10): 947-959 (2007) - [c1]Zijing Tan, Zijun Zhang, Wei Wang, Baile Shi:
Computing Repairs for Inconsistent XML Document Using Chase. APWeb/WAIM 2007: 293-304
Coauthor Index
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