Jinlin Zhu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Incident Detection

Gaussian Process

Top Venues

IEEE Trans. Ind. Electron.

IEEE Trans. Control. Syst. Technol.

Publications

Ling Zhao, Zheng Zhang, Jinlin Zhu, Hongchao Wang, Zhenping Xie
Collaborative Multiple Players to Address Label Sparsity in Quality Prediction of Batch Processes. Sensors 24 (7) (2024)
Yi Jiang, Jinlin Zhu, Kexin Yang
Environment-Aware Adaptive Reinforcement Learning-Based Routing for Vehicular Ad Hoc Networks. Sensors 24 (1) (2024)
Xin Zhang, Jinlin Zhu, Dongjing Wang, Yueyun Wang, Tingting Liang, Hongbo Wang, Yuyu Yin
A gradual self distillation network with adaptive channel attention for facial expression recognition. Appl. Soft Comput. 161 (2024)
Yang Shen, Jinlin Zhu, Zhaohong Deng, Wenwei Lu, Hongchao Wang
EnsDeepDP: An Ensemble Deep Learning Approach for Disease Prediction Through Metagenomics. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Zheng Zhang, Jinlin Zhu, Shuyu Zhang, Furong Gao
Process monitoring using recurrent Kalman variational auto-encoder for general complex dynamic processes. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Jinlin Zhu, Muyun Jiang, Zhong Liu
Fault Detection and Diagnosis in Industrial Processes with Variational Autoencoder: A Comprehensive Study. Sensors 22 (1) (2022)
Tao Bai, Jun Zhao, Jinlin Zhu, Shoudong Han, Jiefeng Chen, Bo Li, Alex ChiChung Kot
Toward Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-Based Method. IEEE Internet Things J. 9 (3) (2022)
Tao Bai, Jun Zhao, Jinlin Zhu, Shoudong Han, Jiefeng Chen, Bo Li, Alex C. Kot
Towards Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-based Method. CoRR (2021)
Tao Bai, Jun Zhao, Jinlin Zhu, Shoudong Han, Jiefeng Chen, Bo Li, Alex C. Kot
AI-GAN: Attack-Inspired Generation of Adversarial Examples. ICIP (2021)
Jinlin Zhu, Muyun Jiang, Guohao Peng, Le Yao, Zhiqiang Ge
Scalable Soft Sensor for Nonlinear Industrial Big Data via Bagging Stochastic Variational Gaussian Processes. IEEE Trans. Ind. Electron. 68 (8) (2021)
Jinlin Zhu, Guohao Peng, Danwei Wang
Dual-Domain-Based Adversarial Defense With Conditional VAE and Bayesian Network. IEEE Trans. Ind. Informatics 17 (1) (2021)
Junhua Zheng, Jinlin Zhu, Guangjie Chen, Zhihuan Song, Zhiqiang Ge
Dynamic Bayesian network for robust latent variable modeling and fault classification. Eng. Appl. Artif. Intell. 89 (2020)
Huan Yang, Yu Wang, Han Zhao, Jinlin Zhu, Danwei Wang
Real-time Traffic Incident Detection Using an Autoencoder Model. ITSC (2020)
Zaijun Wang, Jinlin Zhu, XiaoPing Guo, YunTing Ma, Zifan Li
Distributed task allocation method based on self-awareness of autonomous robots. J. Supercomput. 76 (2) (2020)
Tao Bai, Jun Zhao, Jinlin Zhu, Shoudong Han, Jiefeng Chen, Bo Li
AI-GAN: Attack-Inspired Generation of Adversarial Examples. CoRR (2020)
Jinlin Zhu, Youqing Wang, Donghua Zhou, Furong Gao
Batch Process Modeling and Monitoring With Local Outlier Factor. IEEE Trans. Control. Syst. Technol. 27 (4) (2019)
Jinlin Zhu, Furong Gao
Similar Batch Process Monitoring With Orthogonal Subspace Alignment. IEEE Trans. Ind. Electron. 65 (10) (2018)
Jinlin Zhu, Yuan Yao, Furong Gao
Transfer of Qualitative and Quantitative Knowledge for Similar Batch Process Monitoring. IEEE Access 6 (2018)
Jinlin Zhu, Zhiqiang Ge, Zhihuan Song, Furong Gao
Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data. Annu. Rev. Control. 46 (2018)
Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
Distributed Gaussian mixture model for monitoring plant-wide processes with multiple operating modes. IFAC J. Syst. Control. 6 (2018)
Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
Variational Bayesian Gaussian Mixture Regression for Soft Sensing Key Variables in Non-Gaussian Industrial Processes. IEEE Trans. Control. Syst. Technol. 25 (3) (2017)
Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
Non-Gaussian Industrial Process Monitoring With Probabilistic Independent Component Analysis. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
Distributed Parallel PCA for Modeling and Monitoring of Large-Scale Plant-Wide Processes With Big Data. IEEE Trans. Ind. Informatics 13 (4) (2017)
Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
HMM-Driven Robust Probabilistic Principal Component Analyzer for Dynamic Process Fault Classification. IEEE Trans. Ind. Electron. 62 (6) (2015)