Zeyu Zhou

Joined

May 2023

Names

Zeyu Zhou (Preferred)

Emails

****@gmail.com (Confirmed)

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

MS student

Computer Science and Technology, Beijing Jiaotong University (bjtu.edu.cn)

2022 – 2025

Undergrad student

Math and Applied Math, Beijing Jiaotong University (bjtu.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

Coauthor

Huaiyu Wan

2022 – Present

Expertise

Spatial-temporal data mining

Present

Publications

TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
Yichen Liu, Yan Lin, Shengnan Guo, Zeyu Zhou, Youfang Lin, Huaiyu Wan
- NeurIPS 2025 spotlight
- Readers: Everyone
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
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
- CoRR 2024
- Readers: Everyone
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
- Readers: Everyone
UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings
Yan Lin, Zeyu Zhou, Yicheng Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan
- CoRR 2024
- Readers: Everyone
Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting
Shengnan Guo, Youfang Lin, Letian Gong, Chenyu Wang, Zeyu Zhou, Zekai Shen, Yiheng Huang, Huaiyu Wan
- ICDE 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- AAAI 2023
- Readers: Everyone

Zeyu Zhou

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model

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

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

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

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

Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting

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

Co-Authors