| Transformer-based spatial-temporal feature learning for EEG decoding Y Song, X Jia, L Yang, L Xie arXiv preprint arXiv:2106.11170, 2021 | 167 | 2021 |
| Motor imagery EEG decoding method based on a discriminative feature learning strategy L Yang, Y Song, K Ma, L Xie IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 368-379, 2021 | 94 | 2021 |
| Fault diagnosis of harmonic drive with imbalanced data using generative adversarial network G Yang, Y Zhong, L Yang, H Tao, J Li, R Du IEEE transactions on instrumentation and measurement 70, 1-11, 2021 | 63 | 2021 |
| A novel feature separation model exchange-GAN for facial expression recognition L Yang, Y Tian, Y Song, N Yang, K Ma, L Xie Knowledge-Based Systems 204, 106217, 2020 | 49 | 2020 |
| Fault detection of harmonic drive using multiscale convolutional neural network G Yang, Y Zhong, L Yang, R Du IEEE Transactions on Instrumentation and Measurement 70, 1-11, 2020 | 43 | 2020 |
| A practical EEG-based human-machine interface to online control an upper-limb assist robot Y Song, S Cai, L Yang, G Li, W Wu, L Xie Frontiers in Neurorobotics 14, 32, 2020 | 31 | 2020 |
| A review of dynamic state estimation for the neighborhood system of connected vehicles Y Wang, H Wei, L Yang, B Hu, C Lv SAE International Journal of Vehicle Dynamics, Stability, and NVH 7 (10-07 …, 2023 | 28 | 2023 |
| Joint spatial and temporal features extraction for multi-classification of motor imagery EEG X Jia, Y Song, L Yang, L Xie Biomedical Signal Processing and Control 71, 103247, 2022 | 27 | 2022 |
| A novel motor imagery EEG decoding method based on feature separation L Yang, Y Song, K Ma, E Su, L Xie Journal of Neural Engineering 18 (3), 036022, 2021 | 22 | 2021 |
| Common spatial generative adversarial networks based EEG data augmentation for cross-subject brain-computer interface Y Song, L Yang, X Jia, L Xie arXiv preprint arXiv:2102.04456, 2021 | 22 | 2021 |
| Intelligent video analysis: A Pedestrian trajectory extraction method for the whole indoor space without blind areas L Yang, G Hu, Y Song, G Li, L Xie Computer Vision and Image Understanding 196, 102968, 2020 | 22 | 2020 |
| A robust driver emotion recognition method based on high-purity feature separation L Yang, H Yang, BB Hu, Y Wang, C Lv IEEE Transactions on Intelligent Transportation Systems 24 (12), 15092-15104, 2023 | 18 | 2023 |
| Video-based driver drowsiness detection with optimised utilization of key facial features L Yang, H Yang, H Wei, Z Hu, C Lv IEEE Transactions on Intelligent Transportation Systems 25 (7), 6938-6950, 2024 | 14 | 2024 |
| Two-branch 3D convolutional neural network for motor imagery EEG decoding L Yang, Y Song, X Jia, K Ma, L Xie Journal of Neural Engineering 18 (4), 0460c7, 2021 | 14 | 2021 |
| Human-guided deep reinforcement learning for optimal decision making of autonomous vehicles J Wu, H Yang, L Yang, Y Huang, X He, C Lv IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024 | 11 | 2024 |
| Parallel driving with big models and foundation intelligence in cyber–physical–social spaces X Wang, J Huang, Y Tian, C Sun, L Yang, S Lou, C Lv, C Sun, FY Wang Research 7, 0349, 2024 | 10 | 2024 |
| Trunk compensation electromyography features purification and classification model using generative adversarial network Y Chen, K Ma, L Yang, S Yu, S Cai, L Xie Biomedical Signal Processing and Control 65, 102345, 2021 | 10 | 2021 |
| An intelligent compound fault diagnosis method using convolutional neural network for harmonic drive G Yang, Y Zhong, L Yang, J Li, Y Xu, R Du 2021 China Automation Congress (CAC), 619-623, 2021 | 8 | 2021 |
| Anomaly detection of automobile welding workstation based on stacked autoencoders and long short-term memory network G Yang, Y Zhong, L Yang, J Li, Y Liang, R Du 2021 China Automation Congress (CAC), 1433-1437, 2021 | 7 | 2021 |
| Highly discriminative driver distraction detection method based on Swin transformer Z Zhang, L Yang, C Lv Vehicles 6 (1), 140-156, 2024 | 3 | 2024 |
Chen Lv (吕辰)Associate Professor, Nanyang Technological UniversityPatvirtintas el. paštas ntu.edu.sg