Di Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Manifold Valued

Spatial Interpolation

Satellite Imagery

Top Venues

Int. J. Geogr. Inf. Sci.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Peng Luo, Di Zhu
Uncover the nature of overlapping community in cities. CoRR (2024)
Yi Wang, Di Zhu
A hypergraph-based hybrid graph convolutional network for intracity human activity intensity prediction and geographic relationship interpretation. Inf. Fusion 104 (2024)
Di Zhu, Yu Liu, Xin Yao, Manfred M. Fischer
Correction to: Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions. GeoInformatica 27 (3) (2023)
Peng Luo, Yongze Song, Di Zhu, Junyi Cheng, Liqiu Meng
A generalized heterogeneity model for spatial interpolation. Int. J. Geogr. Inf. Sci. 37 (3) (2023)
Weiyu Zhang, Yiyang Ma, Di Zhu, Lei Dong, Yu Liu
MetroGAN: Simulating Urban Morphology with Generative Adversarial Network. KDD (2022)
Weiyu Zhang, Yiyang Ma, Di Zhu, Lei Dong, Yu Liu
MetroGAN: Simulating Urban Morphology with Generative Adversarial Network. CoRR (2022)
Di Zhu, Yu Liu, Xin Yao, Manfred M. Fischer
Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions. GeoInformatica 26 (4) (2022)
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou
Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases. CoRR (2021)
Xin Yao, Yong Gao, Di Zhu, Ed Manley, Jiaoe Wang, Yu Liu
Spatial Origin-Destination Flow Imputation Using Graph Convolutional Networks. IEEE Trans. Intell. Transp. Syst. 22 (12) (2021)
Nilufer Sari Aslam, Di Zhu, Tao Cheng, Mohamed R. Ibrahim, Yang Zhang
Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London. Ann. GIS 27 (1) (2021)
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou
Sensing Population Distribution from Satellite Imagery Via Deep Learning: Model Selection, Neighboring Effects, and Systematic Biases. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xiaoyue Xing, Zhou Huang, Ximeng Cheng, Di Zhu, Chaogui Kang, Fan Zhang, Yu Liu
Mapping Human Activity Volumes Through Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Di Zhu, Ximeng Cheng, Fan Zhang, Xin Yao, Yong Gao, Yu Liu
Spatial interpolation using conditional generative adversarial neural networks. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Lun Wu, Ximeng Cheng, Chaogui Kang, Di Zhu, Zhou Huang, Yu Liu
A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data. Int. J. Digit. Earth 13 (6) (2020)
Fan Zhang, Jinyan Zu, Mingyuan Hu, Di Zhu, Yuhao Kang, Song Gao, Yi Zhang, Zhou Huang
Uncovering inconspicuous places using social media check-ins and street view images. Comput. Environ. Urban Syst. 81 (2020)
Xin Yao, Lun Wu, Di Zhu, Yong Gao, Yu Liu
Visualizing spatial interaction characteristics with direction-based pattern maps. J. Vis. 22 (3) (2019)
Di Zhu, Yu Liu
Modelling Spatial Patterns Using Graph Convolutional Networks (Short Paper). GIScience (2018)
Di Zhu, Zhou Huang, Li Shi, Lun Wu, Yu Liu
Inferring spatial interaction patterns from sequential snapshots of spatial distributions. Int. J. Geogr. Inf. Sci. 32 (4) (2018)
Di Zhu, Yu Liu
Modelling Irregular Spatial Patterns using Graph Convolutional Neural Networks. CoRR (2018)
Shiliang Zhang, Di Zhu, Xin Yao, Ximeng Cheng, Huagui He, Yu Liu
The Scale Effect on Spatial Interaction Patterns: An Empirical Study Using Taxi O-D data of Beijing and Shanghai. IEEE Access 6 (2018)
Xin Yao, Di Zhu, Yong Gao, Lun Wu, Pengcheng Zhang, Yu Liu
A Stepwise Spatio-Temporal Flow Clustering Method for Discovering Mobility Trends. IEEE Access 6 (2018)