Ximeng Cheng

A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence

Haifeng Li, Yu Liu, Ximeng Cheng, 2020, Int. J. Geogr. Inf. Sci..

Understanding Place Characteristics in Geographic Contexts through Graph Convolutional Neural Networks

Yu Liu, Zhou Huang, Fan Zhang, 2020, Smart Spaces and Places.

Mapping Human Activity Volumes Through Remote Sensing Imagery

Zhou Huang, Fan Zhang, Di Zhu, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spatial interpolation using conditional generative adversarial neural networks

Yu Liu, Di Zhu, Fan Zhang, 2019, Int. J. Geogr. Inf. Sci..

A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data

Yu Liu, Chaogui Kang, Zhou Huang, 2018, Int. J. Digit. Earth.

The Scale Effect on Spatial Interaction Patterns: An Empirical Study Using Taxi O-D data of Beijing and Shanghai

Di Zhu, Xin Yao, Yu Liu, 2018, IEEE Access.

An extended exploration and preferential return model for human mobility simulation at individual and collective levels

Lei Dong, Weijun Yang, Yu Liu, 2019 .

Multi-scale detection and interpretation of spatio-temporal anomalies of human activities represented by time-series

Xuexi Yang, Ximeng Cheng, Zhiqian Wang, 2021, Comput. Environ. Urban Syst..