| 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 | 111 | 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, 12389-12456, 2023 | 31 | 2023 |
| 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 | 27 | 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 | 19 | 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 36 (12), 9037-9050, 2023 | 18 | 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 |
| 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 |
| 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 |
| 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 | 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 |
| 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 |
| Duet: Dual clustering enhanced multivariate time series forecasting X Qiu, X Wu, Y Lin, C Guo, J Hu, B Yang arXiv preprint arXiv:2412.10859, 2024 | 3 | 2024 |
| Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models L Gong, Y Lin, Y Lu, X Han, Y Liu, S Guo, Y Lin, H Wan Advances in Neural Information Processing Systems 37, 36185-36217, 2025 | 2 | 2025 |
| 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 |
| 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 |
| 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 |
| GenSTL: General Sparse Trajectory Learning via Auto-regressive Generation of Feature Domains Y Lin, J Hu, S Guo, B Yang, CS Jensen, Y Lin, H Wan arXiv e-prints, arXiv: 2402.07232, 2024 | 1 | 2024 |
| STCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence Generation L Gong, S Guo, Y Lin, Y Liu, E Zheng, Y Shuang, Y Lin, J Hu, H Wan IEEE Transactions on Knowledge and Data Engineering, 2025 | | 2025 |
Huaiyu Wan (万怀宇)Professor, Beijing Jiaotong UniversityПодтвержден адрес электронной почты в домене bjtu.edu.cn