Yu Liu

Overview

Best Publications

• T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

  Ling Zhao;Yujiao Song;Chao Zhang;Yu Liu

  2867
  Citations

• Social Sensing: A New Approach to Understanding Our Socioeconomic Environments

  Yu Liu;Xi Liu;Song Gao;Li Gong

  851
  Citations

• Measuring human perceptions of a large-scale urban region using machine learning

  Fan Zhang;Fan Zhang;Fan Zhang;Bolei Zhou;Liu Liu;Yu Liu

  708
  Citations

• DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images

  Jie Chen;Ziyang Yuan;Jian Peng;Li Chen

  601
  Citations

• Uncovering Patterns of Inter-Urban Trip and Spatial Interaction from Social Media Check-In Data

  Yu Liu;Zhengwei Sui;Chaogui Kang;Yong Gao

  463
  Citations

• Understanding intra-urban trip patterns from taxi trajectory data

  Yu Liu;Chaogui Kang;Song Gao;Yu Xiao

  401
  Citations

• Correlating mobile phone usage and travel behavior – A case study of Harbin, China

  Yihong Yuan;Martin Raubal;Martin Raubal;Yu Liu

  326
  Citations

• Discovering Spatial Interaction Communities from Mobile Phone Data

  Song Gao;Yu Liu;Yaoli Wang;Xiujun Ma

  284
  Citations

• Inferring trip purposes and uncovering travel patterns from taxi trajectory data

  Li Gong;Xi Liu;Lun Wu;Yu Liu

  271
  Citations

• Intra-urban human mobility and activity transition: evidence from social media check-in data.

  Lun Wu;Ye Zhi;Zhengwei Sui;Yu Liu

  253
  Citations

• A review of urban physical environment sensing using street view imagery in public health studies

  Yuhao Kang;Fan Zhang;Song Gao;Hui Lin

  250
  Citations

• Understanding Urban Traffic-Flow Characteristics: A Rethinking of Betweenness Centrality

  Song Gao;Yaoli Wang;Yong Gao;Yu Liu

  232
  Citations

• Everyday space–time geographies: using mobile phone-based sensor data to monitor urban activity in Harbin, Paris, and Tallinn

  R. Ahas;A. Aasa;Y. Yuan;M. Raubal

  186
  Citations

• Automatic Pavement Crack Detection by Multi-Scale Image Fusion

  Haifeng Li;Dezhen Song;Yu Liu;Binbin Li

  167
  Citations

• Incorporating spatial interaction patterns in classifying and understanding urban land use

  Xi Liu;Chaogui Kang;Li Gong;Yu Liu

  159
  Citations

• ModEco: an integrated software package for ecological niche modeling

  Qinghua Guo;Yu Liu

  151
  Citations

• Spatial interpolation using conditional generative adversarial neural networks

  Di Zhu;Di Zhu;Ximeng Cheng;Fan Zhang;Fan Zhang;Xin Yao

  151
  Citations

• Representing place locales using scene elements

  Fan Zhang;Fan Zhang;Ding Zhang;Yu Liu;Hui Lin

  145
  Citations

• Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages

  Chaogui Kang;Stanislav Sobolevsky;Yu Liu;Carlo Ratti

  143
  Citations

• Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns

  Fan Zhang;Lun Wu;Di Zhu;Di Zhu;Yu Liu

  138
  Citations

• Understanding Place Characteristics in Geographic Contexts through Graph Convolutional Neural Networks

  Di Zhu;Fan Zhang;Fan Zhang;Shengyin Wang;Yaoli Wang

  134
  Citations

• Towards Estimating Urban Population Distributions from Mobile Call Data

  Chaogui Kang;Yu Liu;Xiujun Ma;Lun Wu

  132
  Citations

• Analyzing and geo-visualizing individual human mobility patterns using mobile call records

  Chaogui Kang;Song Gao;Xing Lin;Yu Xiao

  128
  Citations

• Difference of urban development in China from the perspective of passenger transport around Spring Festival

  Jun Xu;Aoyong Li;Dong Li;Yu Liu

  120
  Citations

• Pervasive location acquisition technologies: Opportunities and challenges for geospatial studies

  Yongmei Lu;Yu Liu

  114
  Citations

• Spatial Origin-Destination Flow Imputation Using Graph Convolutional Networks

  Xin Yao;Yong Gao;Di Zhu;Ed Manley

  106
  Citations