| Pre-training context and time aware location embeddings from spatial-temporal trajectories for user next location prediction Y Lin, H Wan, S Guo, Y Lin Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4241-4248, 2021 | 109 | 2021 |
| WITRAN: Water-wave information transmission and recurrent acceleration network for long-range time series forecasting Y Jia, Y Lin, X Hao, Y Lin, S Guo, H Wan Advances in Neural Information Processing Systems 36, 2024 | 29 | 2024 |
| Pre-training time-aware location embeddings from spatial-temporal trajectories H Wan, Y Lin, S Guo, Y Lin IEEE Transactions on Knowledge and Data Engineering 34 (11), 5510-5523, 2021 | 26 | 2021 |
| Origin-destination travel time oracle for map-based services Y Lin, H Wan, J Hu, S Guo, B Yang, Y Lin, CS Jensen Proceedings of the ACM on Management of Data 1 (3), 1-27, 2023 | 17 | 2023 |
| Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding Y Lin, H Wan, S Guo, J Hu, CS Jensen, Y Lin IEEE Transactions on Knowledge and Data Engineering, 2023 | 15 | 2023 |
| Adversarial self-attentive time-variant neural networks for multi-step time series forecasting C Gao, N Zhang, Y Li, Y Lin, H Wan Expert Systems with Applications 231, 120722, 2023 | 10 | 2023 |
| Diff-rntraj: A structure-aware diffusion model for road network-constrained trajectory generation T Wei, Y Lin, S Guo, Y Lin, Y Huang, C Xiang, Y Bai, H Wan IEEE Transactions on Knowledge and Data Engineering, 2024 | 8 | 2024 |
| Contrastive pre-training of spatial-temporal trajectory embeddings Y Lin, H Wan, S Guo, Y Lin arXiv preprint arXiv:2207.14539, 2022 | 8 | 2022 |
| Inductive and adaptive graph convolution networks equipped with constraint task for spatial–temporal traffic data kriging T Wei, Y Lin, S Guo, Y Lin, Y Zhao, X Jin, Z Wu, H Wan Knowledge-Based Systems 284, 111325, 2024 | 7 | 2024 |
| 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 | 7 | 2023 |
| Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecasting G Changxia, Z Ning, L Youru, L Yan, W Huaiyu Applied Intelligence 53 (23), 28974-28993, 2023 | 5 | 2023 |
| Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery T Wei, Y Lin, Y Lin, S Guo, L Zhang, H Wan IEEE Transactions on Knowledge and Data Engineering, 2024 | 4 | 2024 |
| Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models L Gong, Y Lin, X Zhang, Y Lu, X Han, Y Liu, S Guo, Y Lin, H Wan arXiv preprint arXiv:2411.00823, 2024 | 2 | 2024 |
| 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 |
| OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models H Wen, Z Wei, Y Lin, J Wang, Y Liang, H Wan arXiv preprint arXiv:2403.09733, 2024 | 2 | 2024 |
| GTM: General Trajectory Modeling with Auto-regressive Generation of Feature Domains Y Lin, J Hu, S Guo, B Yang, CS Jensen, Y Lin, H Wan CoRR, 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 |
| An Experimental Evaluation of Imputation Models for Spatial-Temporal Traffic Data S Guo, T Wei, Y Huang, M Zhao, R Chen, Y Lin, Y Lin, H Wan arXiv preprint arXiv:2412.04733, 2024 | | 2024 |
| PTR: A Pre-trained Language Model for Trajectory Recovery T Wei, Y Lin, Y Lin, S Guo, J Hu, G Cong, H Wan arXiv preprint arXiv:2410.14281, 2024 | | 2024 |
Huaiyu Wan (万怀宇)Professor, Beijing Jiaotong UniversityVerified email at bjtu.edu.cn