Mingxiao Li

23 papers B 1Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring geo-transferability of deep neural network by developing comprehensive metrics.
Geo spatial Inf. Sci.
Junxian Yu, Wei Tu, Xiana Chen, Mingxiao Li, Dongsheng Chen, Rui Cao, Qingquan Li
2026 J jnl
How spatial scales enhance prediction: an interpretable multi-scale framework for bike-sharing demand prediction.
Geo spatial Inf. Sci.
Jiasong Zhu, Jingbiao Chen, Mingxiao Li, Wei Tu
2025 J jnl
Revealing multi-scale spatial synergy of mega-city region from a human mobility perspective.
Geo spatial Inf. Sci.
Bichen Fang, Mingxiao Li, Zhengdong Huang, Yang Yue, Wei Tu, Renzhong Guo
2025 J jnl
Susceptibility modeling of hydro-morphological processes considered river topology.
Geo spatial Inf. Sci.
Nan Wang, Mingxiao Li, Hongyan Zhang, Weiming Cheng, Chao Du, Luigi Lombardo
2024 J jnl
Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China.
Int. J. Geogr. Inf. Sci.
Wei Tu, Wei Gao, Mingxiao Li, Yao Yao, Biao He, Zhengdong Huang, Jie Zhang, Renzhong Guo
2022 J jnl
Correlation Analysis Between Nighttime Light Data and Socioeconomic Factors on Fine Scales.
IEEE Geosci. Remote. Sens. Lett.
Cuiling Liu, Chisheng Wang, Yaping Xu, Chenguang Liu, Mingxiao Li, Dejin Zhang, Geng Liu, Weidong Li, Qin Zhang, Qingquan Li
2022 J jnl
Coupling graph deep learning and spatial-temporal influence of built environment for short-term bus travel demand prediction.
Comput. Environ. Urban Syst.
Tianhong Zhao, Zhengdong Huang, Wei Tu, Biao He, Rui Cao, Jinzhou Cao, Mingxiao Li
2022 J jnl
Sensing the Nighttime Economy-Housing Imbalance from a Mobile Phone Data Perspective: A Case Study in Shanghai.
Remote. Sens.
Mingxiao Li, Wei Tu, Feng Lu
2022 — conf
Spatial cooperative scenario simulation for infrastructure siting in Guangdong-HongKong-Macao Greater Bay Area.
GeoSim@SIGSPATIAL
Mingxiao Li, Wei Gao, Wei Tu, Jun Yue, Zhengdong Huang, Qingquan Li
2021 J jnl
A privacy-preserving framework for location recommendation using decentralized collaborative machine learning.
Trans. GIS
Jinmeng Rao, Song Gao, Mingxiao Li, Qunying Huang
2021 J jnl
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks.
Int. J. Geogr. Inf. Sci.
Mingxiao Li, Song Gao, Feng Lu, Kang Liu, Hengcai Zhang, Wei Tu
2020 J jnl
An enhanced model for evacuation vulnerability assessment in urban areas.
Comput. Environ. Urban Syst.
Jie Chen, Tao Pei, Mingxiao Li, Ci Song, Ting Ma, Feng Lu, Shih-Lung Shaw
2020 J jnl
Multiscale Dynamic Human Mobility Flow Dataset in the U.S. during the COVID-19 Epidemic.
CoRR
Yuhao Kang, Song Gao, Yunlei Liang, Mingxiao Li, Jinmeng Rao, Jake Kruse
2019 — conf
A Data-Driven Approach to Understanding and Predicting the Spatiotemporal Availability of Street Parking.
SIGSPATIAL/GIS
Mingxiao Li, Song Gao, Yunlei Liang, Joseph Marks, Yuhao Kang, Moyin Li
2019 B conf
Fine-Grained Dynamic Population Mapping Method Based on Large-Scale Sparse Mobile Phone Data.
MDM
Mingxiao Li, Hengcai Zhang, Jie Chen
2019 J jnl
Predicting the spatiotemporal legality of on-street parking using open data and machine learning.
Ann. GIS
Song Gao, Mingxiao Li, Yunlei Liang, Joseph Marks, Yuhao Kang, Moying Li
2019 J jnl
Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data.
Comput. Environ. Urban Syst.
Mingxiao Li, Song Gao, Feng Lu, Hengcai Zhang
2018 J jnl
Fine-grained prediction of urban population using mobile phone location data.
Int. J. Geogr. Inf. Sci.
Jie Chen, Tao Pei, Shih-Lung Shaw, Feng Lu, Mingxiao Li, Shifen Cheng, Xiliang Liu, Hengcai Zhang
2017 J jnl
A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data.
IEEE Trans. Intell. Transp. Syst.
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu
2017 — conf
SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis.
PredictGIS@SIGSPATIAL
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu, Mengdi Liao, Ren Yang
2016 — conf
A holistic framework of geographical semantic web aligning.
GIR
Li Yu, Xiliang Liu, Mingxiao Li, Peng Peng, Feng Lu
2016 — conf
Exploring urban travel routes' characteristics from a geometric perspective.
Geoinformatics
Kang Liu, Peiyuan Qiu, Mingxiao Li, Xiliang Liu, Feng Lu
2016 — conf
Optimization on Arrangement of Precaution Areas Serving for Ships' Routeing in the Taiwan Strait Based on Massive AIS Data.
DMBD
Jinhai Chen, Feng Lu, Mingxiao Li, Pengfei Huang, Xiliang Liu, Qiang Mei