Xinglin Piao

Metro Passenger Flow Prediction via Dynamic Hypergraph Convolution Networks

Jingcheng Wang, Yong Zhang, Yun Wei et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 173 citations

Transport Network Analysis, Graph Neural Network, Engineering +15

Traffic Data Reconstruction via Adaptive Spatial-Temporal Correlations

Yang Wang, Yong Zhang, Xinglin Piao et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 116 citations

Traffic Data Reconstruction, Spatiotemporal Diagnostics, Engineering +15

Multitask Hypergraph Convolutional Networks: A Heterogeneous Traffic Prediction Framework

Jingcheng Wang, Yong Zhang, Lixun Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 67 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Data-unbalanced traffic accident prediction via adaptive graph and self-supervised learning

Shun Wang, Yong Zhang, Xinglin Piao et al. · Applied Soft Computing · 2024 · 27 citations

Intelligent Traffic Management, Engineering, Machine Learning +9

Double Nuclear Norm Based Low Rank Representation on Grassmann Manifolds for Clustering

Xinglin Piao, Yongli Hu, Junbin Gao et al. · 2019 · 25 citations

Engineering, Machine Learning, Manifold Modeling +18