Zijun Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 82

Top Topics

Neural Architecture

Automatic Detection

Top Venues

IEEE Trans. Ind. Informatics

IEEE Internet Things J.

IEEE Trans. Instrum. Meas.

Publications

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) (2024)
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 (2024)
Zhong Zheng, Zijun Zhang
A Stochastic Recurrent Encoder Decoder Network for Multistep Probabilistic Wind Power Predictions. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Luoxiao Yang, Yun Wang, Xinqi Fan, Israel Cohen, Yue Zhao, Zijun Zhang
ViTime: A Visual Intelligence-Based Foundation Model for Time Series Forecasting. CoRR (2024)
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 (2024)
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) (2024)
Hong Liu, Zijun Zhang
Development and trending of deep learning methods for wind power predictions. Artif. Intell. Rev. 57 (5) (2024)
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 (2024)
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) (2024)
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) (2024)
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 (2024)
Huixin Zhan, Zijun Zhang
DYNA: Disease-Specific Language Model for Variant Pathogenicity. CoRR (2024)
Tiange Wang, Zijun Zhang, Kwok-Leung Tsui
PFFN: Periodic Feature-Folding Deep Neural Network for Traffic Condition Forecasting. IEEE Internet Things J. 11 (2) (2024)
Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu
Towards Robust Graph Incremental Learning on Evolving Graphs. CoRR (2024)
Huixin Zhan, Ying Nian Wu, Zijun Zhang
Efficient and Scalable Fine-Tune of Language Models for Genome Understanding. CoRR (2024)
Michail Chatzianastasis, Michalis Vazirgiannis, Zijun Zhang
Explainable Multilayer Graph Neural Network for cancer gene prediction. Bioinform. 39 (11) (2023)
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) (2023)
Michail Chatzianastasis, Michalis Vazirgiannis, Zijun Zhang
Explainable Multilayer Graph Neural Network for Cancer Gene Prediction. CoRR (2023)
Long Wang, Zhe Song, Zijun Zhang, Chao Huang
Editorial: Engineering applications of neurocomputing, volume II. Frontiers Neurorobotics 17 (2023)
Fanlang Zeng, Zhuoruo Zhang, Rui Chang, Chenyang Yu, Zijun Zhang, Yongwang Zhao
Lark: Verified Cross-Domain Access Control for Trusted Execution Environments. ISSRE (2023)
Zhong Zheng, Zijun Zhang
A temporal convolutional recurrent autoencoder based framework for compressing time series data. Appl. Soft Comput. 147 (2023)
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 (2023)
Haike Qiao, Zijun Zhang, Qin Su
Blockchain technology adoption of the manufacturers with product recycling considering green consumers. Comput. Ind. Eng. 177 (2023)
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) (2023)
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) (2023)
Zijun Zhang, Adam R. Lamson, Michael Shelley, Olga G. Troyanskaya
Interpretable neural architecture search and transfer learning for understanding sequence dependent enzymatic reactions. CoRR (2023)
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) (2023)
Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu
Towards Robust Graph Incremental Learning on Evolving Graphs. ICML (2023)
Luoxiao Yang, Xinqi Fan, Zijun Zhang
Your time series is worth a binary image: machine vision assisted deep framework for time series forecasting. CoRR (2023)
Huixin Zhan, Zijun Zhang
ProPath: Disease-Specific Protein Language Model for Variant Pathogenicity. CoRR (2023)
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 (2023)
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)
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) (2022)
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) (2022)
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) (2022)
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 (2022)
Zijun Zhang, Jin Liu, Xiaolin Ning
Celestial Spectrum Velocimetry With Non-Linear Fourier Phase Shift and Its CRLB. IEEE Access 10 (2022)
Zhong Zheng, Zijun Zhang, Long Wang, Xiong Luo
Denoising temporal convolutional recurrent autoencoders for time series classification. Inf. Sci. 588 (2022)
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) (2022)
Long Wang, Zhe Song, Zijun Zhang, Chao Huang
Editorial: Engineering Applications of Neurocomputing. Frontiers Neurorobotics 16 (2022)
Luoxiao Yang, Zijun Zhang
Wind Turbine Gearbox Failure Detection Based on SCADA Data: A Deep Learning-Based Approach. IEEE Trans. Instrum. Meas. 70 (2021)
Zijun Zhang, Han Zhang, Wanzhong Zhao
A Human-Vehicle Game Stability Control Strategy Considering Drivers' Steering Characteristics. IEEE Trans. Intell. Transp. Syst. 22 (11) (2021)
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) (2021)
Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui
Automatic Detection of Rail Components via A Deep Convolutional Transformer Network. CoRR (2021)
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) (2021)
Tiange Wang, Zijun Zhang, Kwok-Leung Tsui
PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction. CoRR (2021)
Luoxiao Yang, Long Wang, Zijun Zhang
Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based Method. CoRR (2021)
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) (2021)
Mithun Ghosh, Yongxiang Li, Li Zeng, Zijun Zhang, Qiang Zhou
Modeling multivariate profiles using Gaussian process-controlled B-splines. IISE Trans. 53 (7) (2021)
Luoxiao Yang, Zijun Zhang
A Conditional Convolutional Autoencoder-Based Method for Monitoring Wind Turbine Blade Breakages. IEEE Trans. Ind. Informatics 17 (9) (2021)
Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui
Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method. CoRR (2021)
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 (2021)
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) (2021)
Yan Shi, Zijun Zhang, Kaining Huang, Wudi Ma, Shanshan Tu
Human-computer interaction based on face feature localization. J. Vis. Commun. Image Represent. 70 (2020)
Ping Wang, Yuanheng Li, Zijun Zhang, Yifeng Lin, Zhendong Jiang, Xiaofang Ding, Lin Yang
. EMBC (2020)
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 (2020)
Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull
Perceptual Generative Autoencoders. ICML (2020)
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 (2020)
Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull
Perceptual Generative Autoencoders. DGS@ICLR (2019)
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)
Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull
Perceptual Generative Autoencoders. CoRR (2019)
Zijun Zhang, Linqi Zhou, Liangke Gou, Ying Nian Wu
Neural Architecture Search for Joint Optimization of Predictive Power and Biological Knowledge. CoRR (2019)
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) (2019)
Zijun Zhang, Yining Zhang, Zongpeng Li
Removing the Feature Correlation Effect of Multiplicative Noise. CoRR (2018)
Zijun Zhang
Improved Adam Optimizer for Deep Neural Networks. IWQoS (2018)
Long Wang, Zijun Zhang, Jia Xu, Ruihua Liu
Wind Turbine Blade Breakage Monitoring With Deep Autoencoders. IEEE Trans. Smart Grid 9 (4) (2018)
Zijun Zhang, Yining Zhang, Zongpeng Li
Removing the Feature Correlation Effect of Multiplicative Noise. NeurIPS (2018)
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 (2018)
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) (2018)
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) (2018)
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) (2017)
Zijun Zhang, Zongpeng Li, Chuan Wu
Optimal Posted Prices for Online Cloud Resource Allocation. Proc. ACM Meas. Anal. Comput. Syst. 1 (1) (2017)
Zijun Zhang, Zongpeng Li, Chuan Wu
Optimal Posted Prices for Online Cloud Resource Allocation. SIGMETRICS (Abstracts) (2017)
Zijun Zhang, Zongpeng Li, Chuan Wu
Optimal Posted Prices for Online Cloud Resource Allocation. CoRR (2017)
Huan Long, Zijun Zhang, Zhe Song, Andrew Kusiak
Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts. IEEE Access 5 (2017)
Zijun Zhang, Zongpeng Li, Chuan Wu, Chuanhe Huang
A Scalable and Distributed Approach for NFV Service Chain Cost Minimization. ICDCS (2017)
Long Wang, Zijun Zhang
Automatic Detection of Wind Turbine Blade Surface Cracks Based on UAV-Taken Images. IEEE Trans. Ind. Electron. 64 (9) (2017)
Lili Liu, Zijun Zhang, Taotao Sheng, Ming Chen
DEF: an automated dead-end filling approach based on quasi-endosymbiosis. Bioinform. 33 (3) (2017)
Zijun Zhang, Lin Ma, Zongpeng Li, Chuan Wu
Normalized Direction-preserving Adam. CoRR (2017)
Matthias H. Y. Tan, Zijun Zhang
Wind Turbine Modeling With Data-Driven Methods and Radially Uniform Designs. IEEE Trans. Ind. Informatics 12 (3) (2016)
Huan Long, Long Wang, Zijun Zhang, Zhe Song, Jia Xu
Data-Driven Wind Turbine Power Generation Performance Monitoring. IEEE Trans. Ind. Electron. 62 (10) (2015)
Zijun Zhang, Xiaofei He, Andrew Kusiak
Data-driven minimization of pump operating and maintenance cost. Eng. Appl. Artif. Intell. 40 (2015)
Zijun Zhang, Andrew Kusiak, Zhe Song
Scheduling electric power production at a wind farm. Eur. J. Oper. Res. 224 (1) (2013)
Zijun Zhang, Zhenkun Jin, Xiaoxi Zhang
Min-cost wireless multihop networks in Euclidean space. NetCod (2013)
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) (2013)
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)
Youqiang Guo, Zijun Zhang, Xuezhu Pei
A Research on Instability of Small Flow in SCADA and an Optimizing Design for Control. ICCSA (2) (2009)
Zijing Tan, Zijun Zhang, Wei Wang, Baile Shi
Computing Repairs for Inconsistent XML Document Using Chase. APWeb/WAIM (2007)
Zijing Tan, Zijun Zhang, Wei Wang, Baile Shi
Consistent data for inconsistent XML document. Inf. Softw. Technol. 49 (9-10) (2007)