GUOJIAN ZOU

Lecturer, Shanghai Normal University

Joined

July 2025

Names

GUOJIAN ZOU (Preferred)

Guojian Zou

Emails

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

Personal Links

Google Scholar

DBLP

Career & Education History

Lecturer

Shanghai Normal University (shnu.edu.cn)

2025 – Present

PhD student

College of transportation engineering, Tongji University (tongji.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

Deep learning

2017 – 2025

Publications

Multi-graph spatio-temporal network for traffic accident risk forecasting
Guojian Zou, Zhiyong Zhou, Robert Weibel, Ye Li, Ting Wang, Zongshi Liu, Weiping Ding, Cheng Fu
- Pattern Recognit. 2026
- Readers: Everyone
Adaptive Evolution Factor Risk Ellipse Framework for Reliable and Safe Autonomous Driving
Fujiang Yuan, Zhen Tian, Yangfan He, Guojian Zou, Chunhong Yuan, Yanhong Peng, Zhihao Lin
- CoRR 2025
- Readers: Everyone
Physics-informed deep operator network for traffic state estimation
Zhihao Li, Ting Wang, Guojian Zou, Ruofei Wang, Ye Li
- CoRR 2025
- Readers: Everyone
ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction
Yi Rong, Yingchi Mao, Yinqiu Liu, Ling Chen, Xiaoming He, Guojian Zou, Shahid Mumtaz, Dusit Niyato
- IEEE Trans. Intell. Transp. Syst. 2025
- Readers: Everyone
Adaptive Deployment of Fixed Traffic Detectors Based on Attention Mechanism
Wenzhi Zhao, Ting Wang, Guojian Zou, Honggang Wang, Ye Li
- Syst. 2025
- Readers: Everyone
Dual contrastive learning-based hypergraph convolutional network for aspect-based sentiment classification
Xinyi Ju, Ling Ding, Ru Yang, Chang Guo, Guojian Zou, Bo Zhang, Meizi Li
- Knowl. Based Syst. 2025
- Readers: Everyone
MT-STNet: A Novel Multi-Task Spatiotemporal Network for Highway Traffic Flow Prediction
Guojian Zou, Ziliang Lai, Ting Wang, Zongshi Liu, Ye Li
- IEEE Trans. Intell. Transp. Syst. 2024
- Readers: Everyone
Multi-task-based spatiotemporal generative inference network: A novel framework for predicting the highway traffic speed
Guojian Zou, Ziliang Lai, Ting Wang, Zongshi Liu, Jingjue Bao, Changxi Ma, Ye Li, Jing Fan
- Expert Syst. Appl. 2024
- Readers: Everyone
PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction
Ting Wang, Dong Ngoduy, Guojian Zou, Takao Dantsuji, Zongshi Liu, Ye Li
- Expert Syst. Appl. 2024
- Readers: Everyone
Knowledge-data fusion oriented traffic state estimation: A stochastic physics-informed deep learning approach
Ting Wang, Ye Li, Rongjun Cheng, Guojian Zou, Takao Dantsuji, Dong Ngoduy
- CoRR 2024
- Readers: Everyone

View all 20 publications

Co-Authors

View all 52 co-authors