发表论文
(1) Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction, IEEE Transactions on Knowledge and Data Engineering, 2021, 第 3 作者(2) 深圳市快速抑制COVID-19疫情的非药物干预措施效果评估:基于智能体的建模研究, 地球信息科学学报, 2021, 第 3 作者(3) Spatial and Temporal Characteristics of Urban Tourism Travel by Taxi—A Case Study of Shenzhen, ISPRS International Journal of Geo-Information, 2021, 通讯作者(4) A data driven agent-based model that recommends non-pharmaceutical interventions to suppress Coronavirus disease 2019 resurgence in megacities, Journal of the Royal Society Interface, 2021, 第 4 作者(5) 耦合人群移动的COVID-19传染病模型研究进展, 地球信息科学学报, 2021, 第 2 作者(6) Facilitating fine-grained intra-urban dengue forecasting by integrating urban environments measured from street-view images, Infectious Diseases of Poverty, 2021, 第 1 作者(7) Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks, International Journal of Geographical Information Science, 2021, 第 4 作者(8) Enhancing fine-grained intra-urban dengue forecasting by integrating spatial interactions of human movements between urban regions, PLOS Neglected Tropical Diseases, 2020, 第 1 作者(9) Visualizing and exploring POI configurations of urban regions on POI-type semantic space, Cities, 2020, 第 1 作者(10) Investigating urban metro stations as cognitive places in cities using points of interest, Cities, 2020, 第 1 作者(11) Investigating physical encounters of individuals in urban metro systems with large-scale smart card data, Physica A: Statistical Mechanics and its Applications, 2020, 第 1 作者(12) Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling, Computers, Environment and Urban Systems, 2019, 第 1 作者(13) Investigating Evolutions of Metro Station Functions in Shenzhen with Long-Term Smart Card Data, Geoinformatics in Sustainable Ecosystem and Society, 2019, 第 2 作者(14) Simulating Human Host Interventions to Control Intra-urban Dengue Outbreaks with a Spatially Individual-based Model, 2019 IEEE International Conference on Real-time Computing and Robotics, 2019, 第 7 作者(15) Modeling the heterogeneous traffic correlations in urban road systems using traffic-enhanced community detection approach, Physica A: Statistical Mechanics and its Applications, 2018, 第 2 作者(16) ST-PF: Spatio-Temporal Particle Filter for FloatingCar Data Pre-processing, Information Fusion and Intelligent Geographic Information Systems (IF&IGIS'17), 2018, 第 3 作者(17) 上海市精细时空尺度人口分布估计与特征分析, 地球信息科学学报, 2017, 第 5 作者(18) SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis, Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2017, 第 2 作者(19) Road2vec: Measuring traffic interactions in urban road system from massive travel routes, ISPRS International Journal of Geo-Information, 2017, 第 1 作者(20) 利用词向量模型分析城市道路交通空间相关性, 测绘学报, 2017, 第 1 作者(21) A ST-CRF map-matching method for low-frequency floating car data, IEEE Transactions on Intelligent Transportation Systems, 2016, 第 2 作者(22) A Principal Curve-based method for Geospatial Data Smoothing, The 9th International Conference on Geographic Information Science (GIScience 2016), 2016, 第 3 作者(23) Exploring urban travel routes' characteristics from a geometric perspective, 24th International Conference on Geoinformatics, 2016, 第 1 作者(24) 架起 GIS 与计算机科学的桥梁: ACM SIGSPATIAL 2015会议综述, 地球信息科学学报, 2015, 第 4 作者(25) 基于路网拓扑层次性表达的驾车路径规划方法, 地球信息科学学报, 2015, 第 1 作者(26) 大数据时代的人类移动性研究, 地球信息科学学报, 2014, 第 2 作者(27) 基于拓扑与形态特征的城市道路交通状态空间自相关分析, 地球信息科学学报, 2014, 第 1 作者(28) 全球电离层 TEC 数据统计分析与全局趋势分析, 测绘通报, 2013, 第 1 作者