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Author

Xiatong Hao

ORCID: 0000-0002-8840-4311
Observed ORCID: 0000-0002-8840-4311
OpenAlex ID: A5013417478
Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction
2022 · Xiaojian Hu, Tong Liu, et al. · The Journal of Supercomputing · 63
Estimating urban PM2.5 concentration: An analysis on the nonlinear effects of explanatory variables based on gradient boosted regression tree
2022 · Xiatong Hao, Xiaojian Hu, et al. · Urban Climate · 55
MobileNetV2 with Spatial Attention module for traffic congestion recognition in surveillance images
2024 · Chenxi Lin, Xiaojian Hu, et al. · Expert Systems with Applications · 43
Research on the influence of bus bay on traffic flow in adjacent lane: Simulations in the framework of Kerner’s three-phase traffic theory
2020 · Xiaojian Hu, Tenghui Liu, et al. · Physica A Statistical Mechanics and its Applications · 38
Research on on-street temporary parking effects based on cellular automaton model under the framework of Kerner’s three-phase traffic theory
2019 · Xiaojian Hu, Xiatong Hao, et al. · Physica A Statistical Mechanics and its Applications · 33
Spatial-temporal graph convolutional networks for traffic flow prediction considering multiple traffic parameters
2023 · Ziyi Su, Tong Liu, et al. · The Journal of Supercomputing · 28
Influence of tidal lane on traffic breakdown and spatiotemporal congested patterns at moving bottleneck in the framework of Kerner’s three-phase traffic theory
2021 · Xiaojian Hu, Chenxi Lin, et al. · Physica A Statistical Mechanics and its Applications · 26
Enhancing understanding of asphalt mixture dynamic modulus prediction through interpretable machine learning method
2025 · Ke Zhang, Zhaohui Min, et al. · Advanced Engineering Informatics · 23
Research on the impact of entry points on urban arterial roads in the framework of Kerner’s three-phase traffic theory
2022 · Xiaojian Hu, Longqi Qiao, et al. · Physica A Statistical Mechanics and its Applications · 19
Investigating safety impact of sun glare in urban tunnels based on cellular automata approach
2020 · Fang Zhang, Jian Lu, et al. · Accident Analysis & Prevention · 16
Investigating the effect of estimating urban air pollution considering transportation infrastructure layouts
2024 · Xiaojian Hu, Xiatong Hao, et al. · Transportation Research Part D Transport and Environment · 13
Climate-resilient epoxy asphalt mixture design: An intelligent framework
2025 · Ke Zhang, Zhaohui Min, et al. · Advanced Engineering Informatics · 10
Experimental investigation of the properties of epoxy asphalt mastic
2024 · Ke Zhang, Zhaohui Min, et al. · Construction and Building Materials · 10
Effects of bus station density on urban air pollution: An empirical analysis based on propensity score matching
2025 · Xiatong Hao, Xiaojian Hu, et al. · Urban Climate · 6
Assess Spatial Equity Considering the Similarity Between GIS-Based Supply and Demand Maps: A New Framework with Case Study in Beijing
2025 · Xiatong Hao, Xiaojian Hu, et al. · ISPRS International Journal of Geo-Information · 4
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Enhance the accuracy, robustness and interpretability of asphalt mixture dynamic modulus prediction
2025 · Ke Zhang, Zhaohui Min, et al. · International Journal of Pavement Engineering · 3
Performance analysis from different scales: climate-resilient epoxy asphalt mixtures with different gradations
2025 · Ke Zhang, Zhaohui Min, et al. · International Journal of Pavement Engineering · 2
A Spatiotemporal Weighted K-Nearest Neighbor Model for Short-Term Space Mean Speed Prediction
2022 · Tong Liu, Xiaojian Hu, et al. · COTA International Conference of Transportation Professionals (CICTP) · 1
Predicting Dynamic Modulus of Asphalt Mixtures Based on Sparrow Search Algorithm Optimized Light Gradient Boosting Machine
2023 · Ke Zhang, Zhaohui Min, et al. · SSRN Electronic Journal
Works count: 19
Citation count: 393
H-index: 11
I10-index: 13
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