Tong Liu

Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction

Xiaojian Hu, Tong Liu, Xiatong Hao et al. · The Journal of Supercomputing · 2022 · 55 citations

Attention-based Conv-lstm, Intelligent Traffic Management, Engineering +6

Estimating urban PM2.5 concentration: An analysis on the nonlinear effects of explanatory variables based on gradient boosted regression tree

Xiatong Hao, Xiaojian Hu, Tong Liu et al. · Urban Climate · 2022 · 51 citations

Environmental Monitoring, Engineering, Environmental Health +12

Using empirical traffic trajectory data for crash risk evaluation under three-phase traffic theory framework

Tong Liu, Zhibin Li, Pan Liu et al. · Accident Analysis & Prevention · 2021 · 49 citations

Crash Risk Evaluation, Traffic Theory, Engineering +10

Predicting taxi demands via an attention-based convolutional recurrent neural network

Tong Liu, Wenbin Wu, Yanmin Zhu et al. · Knowledge-Based Systems · 2020 · 32 citations

Engineering, Machine Learning, Data Science +8

Spatial-temporal graph convolutional networks for traffic flow prediction considering multiple traffic parameters

Ziyi Su, Tong Liu, Xiatong Hao et al. · The Journal of Supercomputing · 2023 · 22 citations

Multiple Traffic Parameters, Spatial Network, Network Flows +12