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Yan Lin
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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
762021
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
172021
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
102024
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
72023
Contrastive pre-training of spatial-temporal trajectory embeddings
Y Lin, H Wan, S Guo, Y Lin
arXiv preprint arXiv:2207.14539, 2022
72022
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
42023
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
32023
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
12024
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
12023
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
12023
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
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
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 preprint arXiv:2402.07232, 2024
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
2024
Prediction of taxi demands between urban regions by fusing origin-destination spatial-temporal correlation
Y WEI, Y LIN, S GUO, Y LIN, H WAN
Journal of Computer Applications 43 (7), 2100, 2023
2023
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