Tonglong Wei

PhD student, Beijing Jiaotong University

Joined

July 2024

Names

Tonglong Wei (Preferred)

Emails

****@bjtu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Beijing Jiaotong University (bjtu.edu.cn)

2022 – 2026

MS student

Beijing Jiaotong University (bjtu.edu.cn)

2020 – 2022

Undergrad student

China University of Petroleum (upc.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Youfang Lin

2020 – 2026

PhD Advisor

Huaiyu Wan

2020 – 2026

PhD Advisor

Shengnan Guo

2020 – 2026

Expertise

spatial-temporal data mining

2020 – 2026

trajectory mining

2020 – 2026

Publications

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
- NeurIPS 2025 oral
- Readers: Everyone
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
- NeurIPS 2025 spotlight
- Readers: Everyone
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. 2024
- Readers: Everyone
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
- CoRR 2024
- Readers: Everyone
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
- Readers: Everyone
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
- Readers: Everyone
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. 2023
- Readers: Everyone

Tonglong Wei

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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

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

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

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

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

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

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

Co-Authors