| Graph convolutional network soft sensor for process quality prediction M Jia, D Xu, T Yang, Y Liu, Y Yao Journal of Process Control 123, 12-25, 2023 | 78 | 2023 |
| IFDS: An intelligent fault diagnosis system with multisource unsupervised domain adaptation for different working conditions D Xu, Y Li, Y Song, L Jia, Y Liu IEEE Transactions on Instrumentation and Measurement 70, 1-10, 2021 | 28 | 2021 |
| Physics-guided graph learning soft sensor for chemical processes Y Liu, M Jia, D Xu, T Yang, Y Yao Chemometrics and Intelligent Laboratory Systems 249, 105131, 2024 | 12 | 2024 |
| Deep graph network for process soft sensor development M Jia, Y Dai, D Xu, T Yang, Y Yao, Y Liu 2021 8th International Conference on Information, Cybernetics, and …, 2021 | 10 | 2021 |
| Graph-guided masked autoencoder for process anomaly detection M Jia, D Xu, T Yang, Y Yao, Y Liu Process Safety and Environmental Protection 186, 1345-1357, 2024 | 4 | 2024 |
| Decentralized federated domain generalization with cluster alignment for fault diagnosis D Xu, M Jia, T Chen, Y Liu, T Chai, T Yang Control Engineering Practice 148, 105951, 2024 | 3 | 2024 |
| Topology-Informed Graph Convolutional Network for Fault Diagnosis M Jia, Y Liu, D Xu, T Yang, Y Yao 2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS …, 2022 | 3 | 2022 |
| Fed-SMAE: Federated-Learning Based Time Series Anomaly Detection with Shared Memory Augmented Autoencoder J Huang, D Xu, T Yang 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems …, 2024 | 1 | 2024 |
| Dynamic Graph Learning Soft Sensor in Process Industry M Jia, D Xu, T Yang, Y Yao, Y Liu 2023 IEEE 12th Data Driven Control and Learning Systems Conference (DDCLS …, 2023 | 1 | 2023 |
| Transformer-based probabilistic demand forecasting with adaptive online learning J Wang, D Xu, Y Li, M Shahidehpour, T Yang Electric Power Systems Research 240, 111255, 2025 | | 2025 |
| Decentralized Federated Learning Algorithm Under Adversary Eavesdropping L Xu, D Xu, X Yi, C Deng, T Chai, T Yang IEEE/CAA Journal of Automatica Sinica 12 (2), 448-456, 2025 | | 2025 |
| DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis D Xu, Y Liu, G Wen, Y Jin, T Chai, T Yang IEEE Transactions on Industrial Informatics, 2024 | | 2024 |
| OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection Z Li, D Xu, Y Li, T Chai, T Yang 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 19-24, 2023 | | 2023 |
| Transductive Transfer Broad Learning Soft Sensor for Multimode Quality Prediction J Zhu, H Deng, D Xu, T Yang, Y Liu 2023 9th International Conference on Information, Cybernetics, and …, 2023 | | 2023 |
| Time-Attention Graph Convolutional Network Soft Sensor in Biochemical Processes M Jia, D Xu, T Yang, Y Yao, Y Liu 2022 4th International Conference on Industrial Artificial Intelligence (IAI …, 2022 | | 2022 |
| A Novel Fault Diagnosis Method Based on Topological Data Analysis Y Wang, Y Li, Y Song, D Xu, W Zheng 2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical …, 2021 | | 2021 |
Tao YangNortheastern UniversityBestätigte E-Mail-Adresse bei mail.neu.edu.cn