Xin Yao

Spatial interpolation using conditional generative adversarial neural networks

Di Zhu, Ximeng Cheng, Fan Zhang et al. · International Journal of Geographical Information Systems · 2019 · 155 citations

Spatial Origin-Destination Flow Imputation Using Graph Convolutional Networks

Xin Yao, Yong Gao, Di Zhu et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 113 citations

Predicting bike sharing demand using recurrent neural networks

Yan Pan, Ray Chen Zheng, Jiaxi Zhang et al. · Procedia Computer Science · 2019 · 83 citations · Full text

Engineering, Machine Learning, Data Science +14

Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions

Di Zhu, Yu Liu, Xin Yao et al. · GeoInformatica · 2021 · 78 citations · Full text

Convolutional Neural Network, Spatial Regression, Engineering +10

A Stepwise Spatio-Temporal Flow Clustering Method for Discovering Mobility Trends

Xin Yao, Di Zhu, Yong Gao et al. · IEEE Access · 2018 · 50 citations · Full text

Engineering, Data Science, Data Mining +13