| Self-supervised spatial-temporal bottleneck attentive network for efficient long-term traffic forecasting S Guo, Y Lin, L Gong, C Wang, Z Zhou, Z Shen, Y Huang, H Wan 2023 IEEE 39th International Conference on Data Engineering (ICDE), 1585-1596, 2023 | 37 | 2023 |
| Contrastive pre-training with adversarial perturbations for check-in sequence representation learning L Gong, Y Lin, S Guo, Y Lin, T Wang, E Zheng, Z Zhou, H Wan Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4276-4283, 2023 | 9 | 2023 |
| TrajFM: A vehicle trajectory foundation model for region and task transferability Y Lin, T Wei, Z Zhou, H Wen, J Hu, S Guo, Y Lin, H Wan arXiv preprint arXiv:2408.15251, 2024 | 2 | 2024 |
| PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models Z Zhou, Y Lin, H Wen, S Guo, J Hu, Y Lin, H Wan arXiv preprint arXiv:2405.12459, 2024 | 2 | 2024 |
| UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings Y Lin, Z Zhou, Y Liu, H Lv, H Wen, T Li, Y Li, CS Jensen, S Guo, Y Lin, ... IEEE Transactions on Knowledge and Data Engineering, 2024 | | 2024 |
| PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba Y Lin, Y Liu, Z Zhou, H Wen, E Zheng, S Guo, Y Lin, H Wan arXiv preprint arXiv:2408.04916, 2024 | | 2024 |
| Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning L Gong, H Wan, S Guo, X Li, Y Lin, E Zheng, T Wang, Z Zhou, Y Lin IEEE Transactions on Knowledge and Data Engineering, 2024 | | 2024 |
| UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings Y Lin, Z Zhou, Y Liu, H Lv, H Wen, T Li, Y Li, CS Jensen, S Guo, Y Lin, ... arXiv preprint arXiv:2407.12550, 2024 | | 2024 |
| TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories Z Zhou, Y Lin, H Wen, Q Xu, S Guo, J Hu, Y Lin, H Wan arXiv preprint arXiv:2405.12459, 2024 | | 2024 |
Huaiyu Wan (万怀宇)Professor, Beijing Jiaotong UniversityPatvirtintas el. paštas bjtu.edu.cn