Zongshi Liu

According to our database, Zongshi Liu authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

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

Learning and predicting traffic conflicts in mixed traffic: A spatiotemporal graph neural network with manifold similarity learning.

Zongshi Liu, Guojian Zou, Ting Wang, Meiting Tu, Hongwei Wang, Ye Li

Expert Syst. Appl., 2026

2024

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., July, 2024

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., March, 2024

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