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2025.05.28
A paper on Prior and Data Guided Model for Prediction of Urban Human Activity Intensity is accepted by Geo-Information Science (Geo-Inf Sci).
2025.05.16
A paper on 3D-SHI index for quantifying 3D spatial heterogeneity in big Earth data is accepted by International Journal of Digital Earth (IJDE).
2025.05.11
A paper on A high-resolution 3D emissions inventory of airport and its hotspot detection: A case study of Beijing Capital International Airport, China is accepted by Journal of Cleaner Production (JCP).
2025.04.21
A paper on Capturing spatial heterogeneity of population-level human mobility via a prior-guided graph neural network is accepted by International Journal of Geographical Information Science (IJGIS).
2025.03.27
A paper on Sequence Analysis of Local Indicators of Spatio-Temporal Association for Evolutionary Pattern Discovery is accepted by GIScience and Remote Sensing (GISRS).
2025.02.07
A paper on Lightweighting the prediction process of urban states with parameter sharing and dilated operations is accepted by International Journal of Digital Earth (IJDE).
2025.01.07
A paper on GeoAI-driven Spatiotemporal Prediction: Progress and Prospects is accepted by Geo-Information Science (Geo-Inf Sci).
2025.01.01
A paper on Spatiotemporal variations of private e-bike trips with explainable data-driven technologies is accepted by Cities.
2024.12.07
A paper on Quickly forecasting the future state of urban sensors by the missing-data-tolerant deep learning approach is accepted by Sustainable Cities and Society (SCSI).
2024.11.30
A paper on Efficient inference of large-scale air quality using a lightweight ensemble predictor is accepted by International Journal of Geographical Information Science (IJGIS).
2024.08.23
A paper on Predicting origin-destination flows by considering heterogeneous mobility patterns is accepted by Sustainable Cities and Society (SCSI).
2024.08.23
I was supported by National Natural Science Foundation of China (Program Title: Prediction modeling and explainability analysis of prior-informed missing-data-tolerant spatiotemporal graph networks).
2024.08.20
A paper on Understanding human mobility and trip demand through sparse trajectories of private e-bikes is accepted by Journal of Cleaner Production (JCP).
2024.07.10
A paper on Predicting Urban Signal-Controlled Intersection Congestion Events Using Spatio-Temporal Neural Point Process is accepted by International Journal of Digital Earth (IJDE).
2024.05.20
A paper on An ensemble spatial prediction method considering geospatial heterogeneity is accepted by International Journal of Geographical Information Science (IJGIS).
2024.05.20
A paper on Analyzing Dynamic Spatiotemporal Heterogeneity in Chinese Airport Delay Patterns is accepted by Acta Geographica Sinica.
2024.05.09
I was supported by Open Fund of Nanjing Beidou Innovation and Applied Technology Research Institute Co., Ltd. (Program Title: Short-term spatiotemporal prediction model based on classical laws of geography).
2024.04.24
A paper on A trajectory-driven multi-layer spatiotemporal graph neural network for predicting short-term urban traffic state is accepted by Geo-Information Science (Geo-Inf Sci).
2024.04.08
A paper on Impact of the Russia-Ukraine Conflict on Global Marine Network Based on Massive Vessel Trajectories is accepted by Remote Sensing (RS).
2024.04.02
A paper on Inferring freeway traffic volume with spatial interaction enhanced betweenness centrality is accepted by International Journal of Applied Earth Observation and Geoinformation (JAG).
2024.02.04
A paper on Prior-Guided Gated Convolutional Networks for Rainstorm Forecasting is accepted by Journal of Hydrology (JH).
2024.01.26
A paper on Simulating human mobility with a trajectory generation framework based on diffusion model is accepted by International Journal of Geographical Information Science (IJGIS).
2024.01.02
I was supported by Open Fund of State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University (Program Title: Short-term prediction of urban traffic flow guided by traffic geography prior).
2023.12.18
I was supported by Open Fund of National Engineering Research Center of Geographic Information System, China University of Geosciences, Wuhan 430074, China (Program Title: A novel prior aware graph process model for spatiotemporal event prediction).
2023.12.04
A paper on A lightweight spatiotemporal graph dilated convolutional network for urban sensor state prediction is accepted by Sustainable Cities and Society (SCSI).
2023.11.26
A paper on An attentional ordinary differential equation for predicting PM2.5 concentration and its interpretability analysis is accepted by Geo-Information Science (Geo-Inf Sci).
2023.11.17
I was supported by China Postdoctoral Science Foundation (Program Title: Spatiotemporal prediction on urban traffic congestion events guided by geographical prior knowledge).
2023.11.09
A paper on A deep marked graph process model for citywide traffic congestion forecasting is accepted by Computer-Aided Civil and Infrastructure Engineering (CACAIE).
2023.10.21
I was awarded by China National Postdoctoral Support Program for Innovative Talents (Program Title: A geography-aware spatiotemporal ordinary differential equation for continuous spatiotemporal prediction).
2023.10.06
A paper on Adding attention to the neural ordinary differential equation for spatio-temporal prediction is accepted by International Journal of Geographical Information Science (IJGIS).
2023.07.29
A paper on DeepIndoorCrowd: Predicting Crowd Flow in Indoor Shopping Malls with an Interpretable Transformer Network is accepted by Transactions in GIS (TGIS).
2023.05.26
A paper on Forecasting Earthquake Magnitude and Epicenter by Incorporating Spatio-temporal Priors into Deep Neural Networks is accepted by IEEE Transactions on Geoscience and Remote Sensing (TGRS).
2023.05.25
I passed the defense of my doctoral thesis (Thesis Title: Missing Imputation and Short-Term Prediction of Urban Traffic Flow Based on Spatiotemporal View Learning).
2023.05.01
A paper on Physics-informed Machine Learning and Its Research Prospects in GeoAI is accepted by Geo-Information Science (Geo-Inf Sci).
2023.04.01
A paper on Urban traffic flow prediction: a dynamic temporal graph network considering missing values is accepted by International Journal of Geographical Information Science (IJGIS).
2022.09.15
A paper on A Causal Graph Convolutional Network Considering Missing Values for Spatiotemporal Prediction is accepted by Acta Geodaetica et Cartographica Sinica (Acta Geod Cartogr Sin).
2022.09.10
A paper on A Hybrid Data-Driven Framework for Spatiotemporal Traffic Flow Data Imputation is accepted by IEEE Internet of Things Journal(IOTJ).
2022.07.10
A paper on Traffic condition estimation and data quality assessment for signalized road networks using massive vehicle trajectories is accepted by Journal of Ambient Intelligence and Humanized Computing(JAIHC).
2022.06.10
A paper on A multi-view bidirectional spatiotemporal graph network for urban traffic flow imputation is accepted by International Journal of Geographical Information Science (IJGIS).
2022.04.10
A paper on Exploring the impact of under-reported cases on the COVID-19 spatiotemporal distributions using healthcare workers infection data is accepted by Cities.
2021.10.10
A paper on Exploring the Spatiotemporal Characteristics of COVID-19 Infections among Healthcare Workers : A Multi-Scale Perspective is accepted by ISPRS International Journal of Geo-Information (IJGI).
2021.07.08
A paper on Human mobility data in the COVID-19 pandemic:characteristics, applications, and challenges is accepted by International Journal of Digital Earth (IJDE).
2021.03.08
A paper on Automatic Construction of Indoor 3D Navigation Graph from Crowdsourcing Trajectories is accepted by ISPRS International Journal of Geo-Information (IJGI).
2021.02.10
A paper on Spatiotemporal characteristics and factor analysis of SARS-CoV-2 infections among healthcare workers in Wuhan, China is accepted by Journal of Hospital Infection (JHI).
2021.02.06
A paper on Spatiotemporal Differences of COVID-19 Infection Among Healthcare Workers and Patients in China From January to March 2020 is accepted by IEEE Access.
2020.09.07
A paper on Detection of Indoor High-Density Crowds via Wi-Fi Tracking Data is accepted by Sensors.
2020.03.30
A paper on Building an Open Resources Repository for COVID-19 Research is accepted by Data and Information Management(DIM).
2020.03.13
A paper on Predicting Indoor Location based on a Hybrid Markov-LSTM Model is accepted by The 18th International Symposium on Web and Wireless Geographical Information Systems(W2GIS).
2020.02.28
A paper on A Method for Identifying Spatial and Temporal Aggregation Area of Indoor Crowd is accepted by Geomatics and Information Science of Wuhan University.
2019.12.19
A paper on A Hybrid Markov and LSTM Model for Indoor Location Prediction is accepted by IEEE Access.
2019.11.03
A paper on Indoor Location Prediction Method for Shopping Malls Based on Location Sequence Similarity is accepted by ISPRS International Journal of Geo-Information (IJGI).
2019.06.03
A paper on Spatial-temporal clustering by fast search and find of density peak is accepted by Acta Geodaetica et Cartographica Sinica (Acta Geod Cartogr Sin).
2019.03.11
A paper on A Method for Constructing Indoor Navigation Networks based on Moving Object Trajectory is accepted by Geo-Information Science (Geo-Inf Sci).
2019.01.31
A paper on A Crowdsourcing Method for Indoor Navigation Network is accepted by Journal of Geomatics Science and Technology.
2018.10.30
A paper on Research on Semantic Location Prediction of Indoor Users is accepted by Geo-Information Science (Geo-Inf Sci).
