Yan Lin

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 14

Top Topics

Spatial Temporal

Movement Patterns

Top Venues

Proc. ACM Manag. Data

Expert Syst. Appl.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
Yan Lin, Zeyu Zhou, Yicheng 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 (2024)
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 (2024)
Haomin Wen, Zhenjie Wei, Yan Lin, Jiyuan Wang, Yuxuan Liang, Huaiyu Wan
OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models. CoRR (2024)
Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan
GenSTL: General Sparse Trajectory Learning via Auto-regressive Generation of Feature Domains. CoRR (2024)
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) (2023)
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 (2023)
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 (2023)
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)
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) (2023)
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)