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ORCIDYan Lin 0006
Person information
- affiliation: Aalborg University, Denmark
- affiliation (former): Beijing Jiaotong University, China
Other persons with the same name
- Yan Lin — disambiguation page
- Yan Lin 0001 — University of California, Los Angeles, Department of Electrical Engineering, CA, USA
- Yan Lin 0002
![[0000-0003-4419-9050]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4419-9050")
— Beihang University, School of Automation, China (and 1 more) - Yan Lin 0003 — Jinan University, College of Cyber Security, Guangzhou, China (and 2 more)
- Yan Lin 0004 — Nanjing University of Science and Technology, School of Electronic and Optical Engineering, China (and 2 more)
- Yan Lin 0005 — Norwegian Institute for Water Research, Oslo, Norway (and 1 more)
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2020 – today
- 2025
[j12]Yan Lin, Zeyu Zhou, Yichen Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan:
UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings. IEEE Trans. Knowl. Data Eng. 37(3): 1475-1494 (2025)- [j11]Letian Gong, Shengnan Guo, Yan Lin, Yichen Liu, Erwen Zheng, Yiwei Shuang, Youfang Lin, Jilin Hu, Huaiyu Wan:
STCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence Generation. IEEE Trans. Knowl. Data Eng. 37(4): 2141-2154 (2025) - [j10]Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan:
UVTM: Universal Vehicle Trajectory Modeling With ST Feature Domain Generation. IEEE Trans. Knowl. Data Eng. 37(8): 4894-4907 (2025) - [c8]Xiaowei Mao, Yan Lin, Shengnan Guo, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan:
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation. AAAI 2025: 12390-12398 - [c7]Zeyu Zhou, Yan Lin, Haomin Wen, Shengnan Guo, Jilin Hu, Youfang Lin, Huaiyu Wan:
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories. IJCAI 2025: 3698-3706 - [c6]Xiangfei Qiu, Xingjian Wu, Yan Lin, Chenjuan Guo, Jilin Hu, Bin Yang:
DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting. KDD (1) 2025: 1185-1196 - [c5]Yongfu Wei, Yan Lin, Hongfan Gao, Ronghui Xu, Sean Bin Yang, Jilin Hu:
Path-LLM: A Multi-Modal Path Representation Learning by Aligning and Fusing with Large Language Models. WWW 2025: 2289-2298 - [i20]Tonglong Wei, Yan Lin, Zeyu Zhou, Haomin Wen, Jilin Hu, Shengnan Guo, Youfang Lin, Gao Cong, Huaiyu Wan:
TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability. CoRR abs/2505.12672 (2025) - [i19]Shuo Liu, Di Yao, Yan Lin, Gao Cong, Jingping Bi:
Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining? CoRR abs/2509.00053 (2025) - [i18]Yuanming Zhang, Yan Lin, Arijit Khan, Huaiyu Wan:
Large Language Model Prompt Datasets: An In-depth Analysis and Insights. CoRR abs/2510.09316 (2025) - [i17]Yichen Liu, Yan Lin, Shengnan Guo, Zeyu Zhou, Youfang Lin, Huaiyu Wan:
TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model. CoRR abs/2510.17545 (2025) - 2024
- [j9]Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiji Zhao, Xiyuan Jin, Zhihao Wu, Huaiyu Wan:
Inductive and adaptive graph convolution networks equipped with constraint task for spatial-temporal traffic data kriging. Knowl. Based Syst. 284: 111325 (2024) - [j8]Tonglong Wei, Youfang Lin, Yan Lin, Shengnan Guo, Lan Zhang, Huaiyu Wan:
Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery. IEEE Trans. Knowl. Data Eng. 36(11): 6574-6587 (2024) - [j7]Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiheng Huang, Chenyang Xiang, Yuqing Bai, Huaiyu Wan:
Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation. IEEE Trans. Knowl. Data Eng. 36(12): 7940-7953 (2024) - [j6]Yan Lin, Huaiyu Wan, Shengnan Guo, Jilin Hu, Christian S. Jensen, Youfang Lin:
Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding. IEEE Trans. Knowl. Data Eng. 36(12): 9037-9050 (2024) - [j5]Letian Gong, Huaiyu Wan, Shengnan Guo, Xiucheng Li, Yan Lin, Erwen Zheng, Tianyi Wang, Zeyu Zhou, Youfang Lin:
Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning. IEEE Trans. Knowl. Data Eng. 36(12): 9308-9321 (2024) - [c4]Letian Gong, Yan Lin, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu, Shengnan Guo, Youfang Lin, Huaiyu Wan:
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models. NeurIPS 2024 - [i16]Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan:
GTM: General Trajectory Modeling with Auto-regressive Generation of Feature Domains. CoRR abs/2402.07232 (2024) - [i15]Tonglong Wei, Youfang Lin, Shengnan Guo, Yan Lin, Yiheng Huang, Chenyang Xiang, Yuqing Bai, Menglu Ya, Huaiyu Wan:
Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation. CoRR abs/2402.07369 (2024) - [i14]Haomin Wen, Zhenjie Wei, Yan Lin, Jiyuan Wang, Yuxuan Liang, Huaiyu Wan:
OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models. CoRR abs/2403.09733 (2024) - [i13]Tonglong Wei, Youfang Lin, Yan Lin, Shengnan Guo, Lan Zhang, Huaiyu Wan:
Micro-Macro Spatial-Temporal Graph-based Encoder-Decoder for Map-Constrained Trajectory Recovery. CoRR abs/2404.19141 (2024) - [i12]Zeyu Zhou, Yan Lin, Haomin Wen, Shengnan Guo, Jilin Hu, Youfang Lin, Huaiyu Wan:
PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models. CoRR abs/2405.12459 (2024) - [i11]Yan Lin, Zeyu Zhou, Yichen Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan:
UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings. CoRR abs/2407.12550 (2024) - [i10]Letian Gong, Huaiyu Wan, Shengnan Guo, Xiucheng Li, Yan Lin, Erwen Zheng, Tianyi Wang, Zeyu Zhou, Youfang Lin:
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning. CoRR abs/2407.15899 (2024) - [i9]Yan Lin, Yichen Liu, Zeyu Zhou, Haomin Wen, Erwen Zheng, Shengnan Guo, Youfang Lin, Huaiyu Wan:
PTrajM: Efficient and Semantic-rich Trajectory Learning with Pretrained Trajectory-Mamba. CoRR abs/2408.04916 (2024) - [i8]Xiaowei Mao, Yan Lin, Shengnan Guo, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan:
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation. CoRR abs/2408.12809 (2024) - [i7]Yan Lin, Tonglong Wei, Zeyu Zhou, Haomin Wen, Jilin Hu, Shengnan Guo, Youfang Lin, Huaiyu Wan:
TrajFM: A Vehicle Trajectory Foundation Model for Region and Task Transferability. CoRR abs/2408.15251 (2024) - [i6]Tonglong Wei, Yan Lin, Youfang Lin, Shengnan Guo, Jilin Hu, Gao Cong, Huaiyu Wan:
PTR: A Pre-trained Language Model for Trajectory Recovery. CoRR abs/2410.14281 (2024) - [i5]Letian Gong, Yan Lin, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu, Shengnan Guo, Youfang Lin, Huaiyu Wan:
Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models. CoRR abs/2411.00823 (2024) - [i4]Shengnan Guo, Tonglong Wei, Yiheng Huang, Miaomiao Zhao, Ran Chen, Yan Lin, Youfang Lin, Huaiyu Wan:
An Experimental Evaluation of Imputation Models for Spatial-Temporal Traffic Data. CoRR abs/2412.04733 (2024) - [i3]Xiangfei Qiu, Xingjian Wu, Yan Lin, Chenjuan Guo, Jilin Hu, Bin Yang:
DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting. CoRR abs/2412.10859 (2024) - 2023
- [j4]Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan:
Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecasting. Appl. Intell. 53(23): 28974-28993 (2023) - [j3]Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan:
Adversarial self-attentive time-variant neural networks for multi-step time series forecasting. Expert Syst. Appl. 231: 120722 (2023) - [j2]Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen:
Origin-Destination Travel Time Oracle for Map-based Services. Proc. ACM Manag. Data 1(3): 217:1-217:27 (2023) - [c3]Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan:
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning. AAAI 2023: 4276-4283 - [c2]Yuxin Jia, Youfang Lin, Xinyan Hao, Yan Lin, Shengnan Guo, Huaiyu Wan:
WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting. NeurIPS 2023 - [i2]Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen:
Origin-Destination Travel Time Oracle for Map-based Services. CoRR abs/2307.03048 (2023) - 2022
- [j1]Huaiyu Wan, Yan Lin, Shengnan Guo, Youfang Lin:
Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories. IEEE Trans. Knowl. Data Eng. 34(11): 5510-5523 (2022) - [i1]Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin:
Contrastive Pre-training of Spatial-Temporal Trajectory Embeddings. CoRR abs/2207.14539 (2022) - 2021
- [c1]Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin:
Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction. AAAI 2021: 4241-4248
Coauthor Index
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