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Zongshi Liu
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[j5]Zongshi Liu
, Guojian Zou
, Ting Wang
, Meiting Tu
, Hongwei Wang
, Ye Li:
Learning and predicting traffic conflicts in mixed traffic: A spatiotemporal graph neural network with manifold similarity learning. Expert Syst. Appl. 309: 131183 (2026)
[j4]Guojian Zou
, Zhiyong Zhou
, Robert Weibel
, Ye Li, Ting Wang, Zongshi Liu, Weiping Ding, Cheng Fu
:
Multi-graph spatio-temporal network for traffic accident risk forecasting. Pattern Recognit. 172: 112784 (2026)- 2024
[j3]Guojian Zou
, Ziliang Lai, Ting Wang, Zongshi Liu, Jingjue Bao
, Changxi Ma, Ye Li, Jing Fan
:
Multi-task-based spatiotemporal generative inference network: A novel framework for predicting the highway traffic speed. Expert Syst. Appl. 237(Part C): 121548 (2024)
[j2]Ting Wang
, Dong Ngoduy
, Guojian Zou, Takao Dantsuji, Zongshi Liu, Ye Li:
PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction. Expert Syst. Appl. 258: 125144 (2024)
[j1]Guojian Zou
, Ziliang Lai
, Ting Wang, Zongshi Liu
, Ye Li:
MT-STNet: A Novel Multi-Task Spatiotemporal Network for Highway Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 25(7): 8221-8236 (2024)
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