Yan Lin

According to our database, Yan Lin authored at least 31 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

UVTM: Universal Vehicle Trajectory Modeling With ST Feature Domain Generation.

Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan

IEEE Trans. Knowl. Data Eng., August, 2025

TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability.

Tonglong Wei, Yan Lin, Zeyu Zhou, Haomin Wen, Jilin Hu, Shengnan Guo, Youfang Lin, Gao Cong, Huaiyu Wan

CoRR, May, 2025

STCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence Generation.

Letian Gong, Shengnan Guo, Yan Lin, Yichen Liu, Erwen Zheng, Yiwei Shuang, Youfang Lin, Jilin Hu, Huaiyu Wan

IEEE Trans. Knowl. Data Eng., April, 2025

UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings.

Yan Lin, Zeyu Zhou, Yichen Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan

IEEE Trans. Knowl. Data Eng., March, 2025

Path-LLM: A Multi-Modal Path Representation Learning by Aligning and Fusing with Large Language Models.

Yongfu Wei, Yan Lin, Hongfan Gao, Ronghui Xu, Sean Bin Yang, Jilin Hu

Proceedings of the ACM on Web Conference 2025, 2025

DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting.

Xiangfei Qiu, Xingjian Wu, Yan Lin, Chenjuan Guo, Jilin Hu, Bin Yang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation.

Xiaowei Mao, Yan Lin, Shengnan Guo, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation.

Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiheng Huang, Chenyang Xiang, Yuqing Bai, Huaiyu Wan

IEEE Trans. Knowl. Data Eng., December, 2024

Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding.

Yan Lin, Huaiyu Wan, Shengnan Guo, Jilin Hu, Christian S. Jensen, Youfang Lin

IEEE Trans. Knowl. Data Eng., December, 2024

Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning.

Letian Gong, Huaiyu Wan, Shengnan Guo, Xiucheng Li, Yan Lin, Erwen Zheng, Tianyi Wang, Zeyu Zhou, Youfang Lin

IEEE Trans. Knowl. Data Eng., December, 2024

Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery.

Tonglong Wei, Youfang Lin, Yan Lin, Shengnan Guo, Lan Zhang, Huaiyu Wan

IEEE Trans. Knowl. Data Eng., November, 2024

Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging.

Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiji Zhao, Xiyuan Jin, Zhihao Wu, Huaiyu Wan

Knowl. Based Syst., 2024

An Experimental Evaluation of Imputation Models for Spatial-Temporal Traffic Data.

Shengnan Guo, Tonglong Wei, Yiheng Huang, Miaomiao Zhao, Ran Chen, Yan Lin, Youfang Lin, Huaiyu Wan

CoRR, 2024

Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models.

Letian Gong, Yan Lin, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu, Shengnan Guo, Youfang Lin, Huaiyu Wan

CoRR, 2024

PTR: A Pre-trained Language Model for Trajectory Recovery.

Tonglong Wei, Yan Lin, Youfang Lin, Shengnan Guo, Jilin Hu, Gao Cong, Huaiyu Wan

CoRR, 2024

TrajFM: A Vehicle Trajectory Foundation Model for Region and Task Transferability.

Yan Lin, Tonglong Wei, Zeyu Zhou, Haomin Wen, Jilin Hu, Shengnan Guo, Youfang Lin, Huaiyu Wan

CoRR, 2024

PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba.

Yan Lin, Yichen Liu, Zeyu Zhou, Haomin Wen, Erwen Zheng, Shengnan Guo, Youfang Lin, Huaiyu Wan

CoRR, 2024

UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings.

Yan Lin, Zeyu Zhou, Yichen Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan

CoRR, 2024

PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models.

Zeyu Zhou, Yan Lin, Haomin Wen, Shengnan Guo, Jilin Hu, Youfang Lin, Huaiyu Wan

CoRR, 2024

OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models.

Haomin Wen, Zhenjie Wei, Yan Lin, Jiyuan Wang, Yuxuan Liang, Huaiyu Wan

CoRR, 2024

Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation.

Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiheng Huang, Chenyang Xiang, Yuqing Bai, Menglu Ya, Huaiyu Wan

CoRR, 2024

GTM: General Trajectory Modeling with Auto-regressive Generation of Feature Domains.

Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan

CoRR, 2024

Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models.

Letian Gong, Yan Lin, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu, Shengnan Guo, Youfang Lin, Huaiyu Wan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecasting.

Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan

Appl. Intell., December, 2023

Adversarial self-attentive time-variant neural networks for multi-step time series forecasting.

Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan

Expert Syst. Appl., November, 2023

Origin-Destination Travel Time Oracle for Map-based Services.

Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen

Proc. ACM Manag. Data, September, 2023

WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting.

Yuxin Jia, Youfang Lin, Xinyan Hao, Yan Lin, Shengnan Guo, Huaiyu Wan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning.

Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories.

Huaiyu Wan, Yan Lin, Shengnan Guo, Youfang Lin

IEEE Trans. Knowl. Data Eng., 2022

Contrastive Pre-training of Spatial-Temporal Trajectory Embeddings.

Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin

CoRR, 2022

2021

Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction.

Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021