| Weld defect detection from imbalanced radiographic images based on contrast enhancement conditional generative adversarial network and transfer learning R Guo, H Liu, G Xie, Y Zhang IEEE Sensors Journal 21 (9), 10844-10853, 2021 | 92 | 2021 |
| A self-interpretable soft sensor based on deep learning and multiple attention mechanism: From data selection to sensor modeling R Guo, H Liu, G Xie, Y Zhang, D Liu IEEE Transactions on Industrial Informatics 19 (5), 6859-6871, 2022 | 66 | 2022 |
| When deep learning-based soft sensors encounter reliability challenges: a practical knowledge-guided adversarial attack and its defense R Guo, H Liu, D Liu IEEE Transactions on Industrial Informatics, 2023 | 60 | 2023 |
| Soft sensor based on DBN-IPSO-SVR approach for rotor thermal deformation prediction of rotary air-preheater P Lian, H Liu, X Wang, R Guo Measurement 165, 108109, 2020 | 48 | 2020 |
| A hybrid mechanism-and data-driven soft sensor based on the generative adversarial network and gated recurrent unit R Guo, H Liu IEEE Sensors Journal 21 (22), 25901-25911, 2021 | 37 | 2021 |
| Detection and identification of SAWH pipe weld defects based on X-ray image and CNN H Liu, RY Guo Chinese Journal of Scientific Instrument 39 (4), 247-256, 2018 | 28 | 2018 |
| Semisupervised dynamic soft sensor based on complementary ensemble empirical mode decomposition and deep learning R Guo, H Liu Measurement 183, 109788, 2021 | 24 | 2021 |
| Adversarial Robustness Enhancement for Deep Learning-Based Soft Sensors: An Adversarial Training Strategy Using Historical Gradients and Domain Adaptation R Guo, Q Chen, H Liu, W Wang Sensors 24 (12), 3909, 2024 | 10 | 2024 |
| Air preheater rotor deformation soft sensor based on wavelet analysis and SVR Y Zhao, H Liu, R Guo, G Xie, Y Zhang 2020 Chinese Automation Congress (CAC), 4490-4495, 2020 | 8 | 2020 |
| A hybrid-driven soft sensor with complex process data based on DAE and mechanism-introduced GRU R Guo, H Liu, W Wang, G Xie, Y Zhang 2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS …, 2021 | 5 | 2021 |
| An Extending Inter-class Distance Real-Time Network Using Positional Orientation Transformation for Few-shot Strip Steel Surface Defect Classification H Zhang, H Liu, R Guo, Q Liu, L Liang, W Ma, D Liu IEEE Sensors Journal, 2024 | 1 | 2024 |
| ODNet: A high real-time network using orthogonal decomposition for few-shot strip steel surface defect classification H Zhang, H Liu, R Guo, L Liang, Q Liu, W Ma Sensors 24 (14), 4630, 2024 | 1 | 2024 |
| Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation S Tong, H Liu, Y He, C Du, W Wang, R Guo, J Liu IEEE Computer Graphics and Applications, 2024 | 1 | 2024 |
| An Interpretable Soft Sensor Model for Power Plant Process Based on Deep Learning Y Jing, H Liu, R Guo 2023 IEEE 7th Conference on Energy Internet and Energy System Integration …, 2023 | 1 | 2023 |
| Semi-supervised dynamic soft sensor based on complementary ensemble empirical mode decomposition and gated recurrent units R GUO, H LIU, G XIE, Y ZHANG 第 31 届中国过程控制会议 (CPCC 2020) 摘要集, 2020 | 1 | 2020 |
| Soft sensor method based on deep belief network for rotor thermal deformation of rotary air preheater P Lian, H Liu, X Wang, R Guo 2019 Chinese Automation Congress (CAC), 646-651, 2019 | 1 | 2019 |
| A hybrid-driven soft sensor model with symbolic representation for enhanced self-interpretability L Wei, H Liu, R Guo, W Wang, X Tian Measurement Science and Technology, 2025 | | 2025 |
| A Text-Based Knowledge-Embedded Soft Sensing Modeling Approach for General Industrial Process Tasks Based on Large Language Model S Tong, H Liu, R Guo, X Tian, W Wang, D Liu, Y Zhang arXiv preprint arXiv:2501.05075, 2025 | | 2025 |
| A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval S Tong, R Guo, W Wang, X Tian, L Wei, L Zhang, H Wu, D Liu, Y Zhang arXiv preprint arXiv:2501.03295, 2025 | | 2025 |
| HDCTfusion: Hybrid Dual-Branch Network Based on CNN and Transformer for Infrared and Visible Image Fusion W Wang, L Li, Y Yang, H Liu, R Guo Sensors 24 (23), 7729, 2024 | | 2024 |