Tonglong Wei

According to our database, Tonglong Wei authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

Trajectory anomaly detection via spatial-temporal complementary reconstruction diffusion model.

Weiming Xu, Tonglong Wei, Tianzi Yan, Jingsong Xu, Qisen Xu, Shengnan Guo, Huaiyu Wan, Youfang Lin

GeoInformatica, June, 2026

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 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

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

Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecastin.

Xiyuan Jin, Jing Wang, Shengnan Guo, Tonglong Wei, Yiji Zhao, Youfang Lin, Huaiyu Wan

Expert Syst. Appl., March, 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

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

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

2023

Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting.

Yiji Zhao, Youfang Lin, Haomin Wen, Tonglong Wei, Xiyuan Jin, Huaiyu Wan

IEEE Trans. Intell. Transp. Syst., August, 2023