| A unified framework for multilingual speech recognition in air traffic control systems Y Lin, D Guo, J Zhang, Z Chen, B Yang IEEE Transactions on Neural Networks and Learning Systems 32 (8), 3608-3620, 2020 | 67 | 2020 |
| Flight trajectory prediction enabled by time-frequency wavelet transform Z Zhang, D Guo, S Zhou, J Zhang, Y Lin Nature Communications 14 (1), 5258, 2023 | 51 | 2023 |
| ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems Y Lin, B Yang, L Li, D Guo, J Zhang, H Chen, Y Zhang Applied Soft Computing 112, 107847, 2021 | 32 | 2021 |
| A deep learning framework of autonomous pilot agent for air traffic controller training Y Lin, YK Wu, D Guo, P Zhang, C Yin, B Yang, J Zhang IEEE transactions on human-machine systems 51 (5), 442-450, 2021 | 32 | 2021 |
| A deep gaussian process-based flight trajectory prediction approach and its application on conflict detection Z Chen, D Guo, Y Lin Algorithms 13 (11), 293, 2020 | 29 | 2020 |
| Research on the air traffic flow prediction using a deep learning approach H Liu, Y Lin, Z Chen, D Guo, J Zhang, H Jing IEEE Access 7, 148019-148030, 2019 | 27 | 2019 |
| FlightBERT: binary encoding representation for flight trajectory prediction D Guo, EQ Wu, Y Wu, J Zhang, R Law, Y Lin IEEE Transactions on Intelligent Transportation Systems 24 (2), 1828-1842, 2022 | 22 | 2022 |
| Towards multilingual end‐to‐end speech recognition for air traffic control Y Lin, B Yang, D Guo, P Fan IET intelligent transport systems 15 (9), 1203-1214, 2021 | 17 | 2021 |
| A context-aware language model to improve the speech recognition in air traffic control D Guo, Z Zhang, P Fan, J Zhang, B Yang Aerospace 8 (11), 348, 2021 | 16 | 2021 |
| Automatic repetition instruction generation for air traffic control training using multi-task learning with an improved copy network J Zhang, P Zhang, D Guo, Y Zhou, Y Wu, B Yang, Y Lin Knowledge-Based Systems 241, 108232, 2022 | 15 | 2022 |
| Improving airport arrival flow prediction considering heterogeneous and dynamic network dependencies Z Yan, H Yang, D Guo, Y Lin Information Fusion 100, 101924, 2023 | 14 | 2023 |
| Speech recognition for air traffic control via feature learning and end-to-end training P Fan, X Hua, Y Lin, B Yang, J Zhang, W Ge, D Guo IEICE TRANSACTIONS on Information and Systems 106 (4), 538-544, 2023 | 11 | 2023 |
| A comparative study of speaker role identification in air traffic communication using deep learning approaches D Guo, J Zhang, B Yang, Y Lin ACM Transactions on Asian and Low-Resource Language Information Processing …, 2023 | 10 | 2023 |
| Boosting low-resource speech recognition in air traffic communication via pretrained feature aggregation and multi-task learning D Guo, Z Zhang, B Yang, J Zhang, Y Lin IEEE Transactions on Circuits and Systems II: Express Briefs 70 (9), 3714-3718, 2023 | 7 | 2023 |
| Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion Y Lin, D Guo, Y Wu, L Li, EQ Wu, W Ge Information Fusion 101, 101983, 2024 | 4 | 2024 |
| Towards recognition for radio-echo speech in air traffic control: Dataset and a contrastive learning approach Y Lin, Q Wang, X Yu, Z Zhang, D Guo, J Zhou IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023 | 4 | 2023 |
| A Short-term Aircraft Trajectory Prediction Framework Using Conditional Generative Adversarial Network Q Hu, G Huang, H Shi, Y Lin, D Guo 2022 IEEE 4th International Conference on Civil Aviation Safety and …, 2022 | 4 | 2022 |
| Tensor completion-based trajectory imputation approach in air traffic control Y Lin, Q Li, D Guo, J Zhang, C Zhang Aerospace Science and Technology 114, 106754, 2021 | 4 | 2021 |
| Enhancing multilingual speech recognition in air traffic control by sentence-level language identification P Fan, D Guo, J Zhang, B Yang, Y Lin Applied Acoustics 224, 110123, 2024 | 3 | 2024 |
| FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework D Guo, Z Zhang, Z Yan, J Zhang, Y Lin Proceedings of the AAAI Conference on Artificial Intelligence 38 (1), 127-134, 2024 | 2 | 2024 |
