| Latent variable models in the era of industrial big data: Extension and beyond X Kong, X Jiang, B Zhang, J Yuan, Z Ge Annual Reviews in Control 54, 167-199, 2022 | 76 | 2022 |
| Deep learning of latent variable models for industrial process monitoring X Kong, Z Ge IEEE Transactions on Industrial Informatics 18 (10), 6778-6788, 2021 | 54 | 2021 |
| Deep PLS: A lightweight deep learning model for interpretable and efficient data analytics X Kong, Z Ge IEEE transactions on neural networks and learning systems 34 (11), 8923-8937, 2022 | 36 | 2022 |
| Adversarial attacks on neural-network-based soft sensors: Directly attack output X Kong, Z Ge IEEE Transactions on Industrial Informatics 18 (4), 2443-2451, 2021 | 25 | 2021 |
| Augmented industrial data-driven modeling under the curse of dimensionality X Jiang, X Kong, Z Ge IEEE/CAA Journal of Automatica Sinica 10 (6), 1445-1461, 2023 | 22 | 2023 |
| Neural network weight comparison for industrial causality discovering and its soft sensing application Y He, X Kong, L Yao, Z Ge IEEE Transactions on Industrial Informatics 19 (8), 8817-8828, 2022 | 17 | 2022 |
| GRAPE: A multi-modal dataset of longitudinal follow-up visual field and fundus images for glaucoma management X Huang, X Kong, Z Shen, J Ouyang, Y Li, K Jin, J Ye Scientific Data 10 (1), 520, 2023 | 11 | 2023 |
| Adversarial Attacks on Regression Systems via Gradient Optimization X Kong, Z Ge IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023 | 5 | 2023 |
| Deep Probabilistic Principal Component Analysis for Process Monitoring X Kong, Y He, Z Song, T Liu, Z Ge IEEE Transactions on Neural Networks and Learning Systems, 2024 | 1 | 2024 |
| Robust Adversarial Attacks on Imperfect Deep Neural Networks in Fault Classification X Jiang, X Kong, J Zheng, Z Ge, X Zhang, Z Song IEEE Transactions on Industrial Informatics, 2024 | | 2024 |
| Causality-driven Sequence Segmentation for Enhancing Multiphase Industrial Process Data Analysis and Soft Sensing Y He, L Yao, X Zhang, X Kong, Z Song arXiv preprint arXiv:2407.05954, 2024 | | 2024 |
| Causal-assisted Sequence Segmentation and Its Soft Sensing Application for Multiphase Industrial Processes Y He, L Yao, X Kong, X Zhang, Z Song, M Kano Computer Aided Chemical Engineering 53, 1897-1902, 2024 | | 2024 |
| A Multi-scale Normalizing Flow Network for Surface Defects Detection J Yuan, X Kong, X Zhang, Z Zhu, J Qian, Z Song 2023 China Automation Congress (CAC), 8249-8254, 2023 | | 2023 |