Personal information

China

Activities

Employment (2)

Shenzhen University: Shenzhen, CN

2023-03 to present | Assistant Professor (College of Civil and Transportation Engineering)
Employment
Source: Self-asserted source
Mingxiao Li

Shenzhen University: Shenzhen, CN

2020-07 to 2023-03 | Postdoc researcher (School of Architecture and Urban Planning)
Employment
Source: Self-asserted source
Mingxiao Li

Education and qualifications (3)

Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences: Beijing, Beijing, CN

2014-09-01 to 2020-06-30 | Ph.D
Education
Source: Self-asserted source
Mingxiao Li

University of Wisconsin-Madison: Maidson, WI, US

2018-11 to 2019-11 | Visiting Scholar
Education
Source: Self-asserted source
Mingxiao Li

Wuhan University: Wuhan, Hubei, CN

2010-09-01 to 2014-06-30 | Bachelor
Education
Source: Self-asserted source
Mingxiao Li

Works (32)

Susceptibility modeling of hydro-morphological processes considered river topology

Geo-spatial Information Science
2025-01-17 | Journal article
Contributors: Nan Wang; Mingxiao Li; Hongyan Zhang; Weiming Cheng; Chao Du; Luigi Lombardo
Source: check_circle
Crossref

Revealing multi-scale spatial synergy of mega-city region from a human mobility perspective

Geo-spatial Information Science
2024-07-24 | Journal article
Contributors: Bichen Fang; Mingxiao Li; Zhengdong Huang; Yang Yue; Wei Tu; Renzhong Guo
Source: check_circle
Crossref

Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China

International Journal of Geographical Information Science
2024-02 | Journal article
Contributors: Wei Tu; Wei Gao; Mingxiao Li; Yao Yao; Biao He; Zhengdong Huang; Jie Zhang; Renzhong Guo
Source: check_circle
Crossref

Susceptibility modeling of hydro-morphological processes considered river topology

2023-11-03 | Dataset | Author
SOURCE-WORK-ID:

24473110

Contributors: Mingxiao Li
Source: check_circle
figshare

Using multi-sourced big data to correlate sleep deprivation and road traffic noise: A US county-level ecological study

Environmental Research
2023-03 | Journal article
Contributors: Huan Tong; Joshua L. Warren; Jian Kang; Mingxiao Li
Source: check_circle
Crossref

Correlation Analysis Between Nighttime Light Data and Socioeconomic Factors on Fine Scales

IEEE Geoscience and Remote Sensing Letters
2022 | Journal article
Contributors: Cuiling Liu; Chisheng Wang; Yaping Xu; Chenguang Liu; Mingxiao Li; Dejin Zhang; Geng Liu; Weidong Li; Qin Zhang; Qingquan Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Coupling graph deep learning and spatial-temporal influence of built environment for short-term bus travel demand prediction

Computers, Environment and Urban Systems
2022 | Journal article
Contributors: Zhao, Tianhong; Huang, Zhengdong; Tu, Wei; He, Biao; Cao, Rui; Cao, Jinzhou; Li, Mingxiao
Source: check_circle
Web of Science Researcher Profile Sync

UNCOVERING SPATIAL SYNERGY OF THE MEGACITY REGION: A FLOW PERSPECTIVE

XXIII ISPRS Congress, Commission I
2022 | Journal article
Contributors: Fang Bichen; Tu Wei; Li Mingxiao; Cao Jinzhou; Gao Wei; Yue Yang; Li Qingquan
Source: check_circle
Web of Science Researcher Profile Sync

Fine-grained crowd distribution forecasting with multi-order spatial interactions using mobile phone data

Transportation Research Part C: Emerging Technologies
2022-11 | Journal article
Contributors: Mingxiao Li; Song Gao; Peiyuan Qiu; Wei Tu; Feng Lu; Tianhong Zhao; Qingquan Li
Source: check_circle
Crossref

Sensing the Nighttime Economy–Housing Imbalance from a Mobile Phone Data Perspective: A Case Study in Shanghai

Remote Sensing
2022-06-07 | Journal article
Contributors: Mingxiao Li; Wei Tu; Feng Lu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A privacy-preserving framework for location recommendation using decentralized collaborative machine learning

Transactions in GIS
2021 | Journal article
Contributors: Rao, Jinmeng; Gao, Song; Li, Mingxiao; Huang, Qunying
Source: check_circle
Web of Science Researcher Profile Sync

Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks

International Journal of Geographical Information Science
2021-12-02 | Journal article
Contributors: Mingxiao Li; Song Gao; Feng Lu; Kang Liu; Hengcai Zhang; Wei Tu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An enhanced model for evacuation vulnerability assessment in urban areas

Computers, Environment and Urban Systems
2020 | Journal article
Contributors: Chen, Jie; Pei, Tao; Li, Mingxiao; Song, Ci; Ma, Ting; Lu, Feng; Shaw, Shih-Lung
Source: check_circle
Web of Science Researcher Profile Sync

Predicting future locations of moving objects with deep fuzzy-LSTM networks

Transportmetrica A: Transport Science
2020 | Journal article
Contributors: Li, Mingxiao; Lu, Feng; Zhang, Hengcai; Chen, Jie
Source: check_circle
Web of Science Researcher Profile Sync

Multiscale dynamic human mobility flow dataset in the U.S. during the COVID-19 epidemic

Scientific Data
2020-11-12 | Journal article
Contributors: Yuhao Kang; Song Gao; Yunlei Liang; Mingxiao Li; Jinmeng Rao; Jake Kruse
Source: check_circle
Crossref

A Data-Driven Approach to Understanding and Predicting the Spatiotemporal Availability of Street Parking

Acm Sigspatial International Conference on Advances in Geographic Information Systems (acm Sigspatial Gis)
2019 | Conference paper
Contributors: Li, Mingxiao; Gao, Song; Liang, Yunlei; Marks, Joseph; Kang, Yuhao; Li, Moyin
Source: check_circle
Web of Science Researcher Profile Sync

A Data-Driven Approach to Understanding and Predicting the Spatiotemporal Availability of Street Parking

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
2019 | Conference paper
Source: Self-asserted source
Mingxiao Li

Fine-grained Dynamic Population Mapping Method Based on Large-scale Sparse Mobile Phone Data

IEEE 15TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (MDM), VOL 1
2019 | Journal article
Contributors: Li, Mingxiao; Zhang, Hengcai; Chen, Jie
Source: check_circle
Web of Science Researcher Profile Sync

Predicting the spatiotemporal legality of on-street parking using open data and machine learning

Annals of GIS
2019 | Journal article
Contributors: Gao, Song; Li, Mingxiao; Liang, Yunlei; Marks, Joseph; Kang, Yuhao; Li, Moying
Source: check_circle
Web of Science Researcher Profile Sync

Predicting the spatiotemporal legality of on-street parking using open data and machine learning

Annals of GIS
2019 | Journal article
Source: Self-asserted source
Mingxiao Li

Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data

Computers, Environment and Urban Systems
2019 | Journal article
Source: Self-asserted source
Mingxiao Li
grade
Preferred source (of 2)‎

Dynamic Estimation of Individual Exposure Levels to Air Pollution Using Trajectories Reconstructed from Mobile Phone Data

International Journal of Environmental Research and Public Health
2019-11 | Journal article | Author
Contributors: Mingxiao Li; Song Gao; Feng Lu; Huan Tong; hengcai zhang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Fine-grained prediction of urban population using mobile phone location data

International Journal of Geographical Information Science
2018 | Journal article
Contributors: Chen, Jie; Pei, Tao; Shaw, Shih-Lung; Lu, Feng; Li, Mingxiao; Cheng, Shifen; Liu, Xiliang; Zhang, Hengcai
Source: check_circle
Web of Science Researcher Profile Sync

Fine-grained prediction of urban population using mobile phone location data

International Journal of Geographical Information Science
2018 | Journal article
Source: Self-asserted source
Mingxiao Li

Predicting future locations of moving objects with deep fuzzy-LSTM networks

Transportmetrica A: Transport Science
2018-12-05 | Journal article
Source: Self-asserted source
Mingxiao Li

A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data

IEEE Transactions on Intelligent Transportation Systems
2017 | Journal article
Contributors: Liu, Xiliang; Liu, Kang; Li, Mingxiao; Lu, Feng
Source: check_circle
Web of Science Researcher Profile Sync

SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis

PROCEEDING OF THE PREDICTGIS WORKSHOP
2017 | Journal article
Contributors: Liu, Xiliang; Liu, Kang; Li, Mingxiao; Lu, Feng; Liao, Mengdi; Yang, Ren
Source: check_circle
Web of Science Researcher Profile Sync

A Principal Curve-based method for Geospatial Data Smoothing

International Conference on GIScience Short Paper Proceedings
2016 | Journal article
Part of ISSN: 2573-783X
Contributors: Liu Xiliang; Lu Feng; Liu Kang; Qiu Peiyuan; Yu Li; Li Mingxiao
Source: Self-asserted source
Mingxiao Li via Crossref Metadata Search

A ST-CRF map-matching method for low-frequency floating car data

IEEE Transactions on Intelligent Transportation Systems
2016 | Journal article
Source: Self-asserted source
Mingxiao Li

Optimization on Arrangement of Precaution Areas Serving for Ships' Routeing in the Taiwan Strait Based on Massive AIS Data

Lecture Notes in Computer Science
2016 | Journal article
Contributors: Chen, Jinhai; Lu, Feng; Li, Mingxiao; Huang, Pengfei; Liu, Xiliang; Mei, Qiang
Source: check_circle
Web of Science Researcher Profile Sync

Optimization on arrangement of precaution areas serving for ships’ routeing in the Taiwan strait based on massive AIS data

International Conference on Data Mining and Big Data
2016 | Conference paper
Source: Self-asserted source
Mingxiao Li

Exploring urban travel routes' characteristics from a geometric perspective

2016 24th International Conference on Geoinformatics
2016-08 | Other
Contributors: Kang Liu; Peiyuan Qiu; Mingxiao Li; Xiliang Liu; Feng Lu
Source: Self-asserted source
Mingxiao Li via Crossref Metadata Search
grade
Preferred source (of 2)‎

Peer review (23 reviews for 12 publications/grants)

Review activity for Annals of GIS. (2)
Review activity for Applied geography : (1)
Review activity for Cities (6)
Review activity for Computers, environment and urban systems (2)
Review activity for Health & place. (2)
Review activity for Journal of transport geography. (1)
Review activity for Journal of urban management. (2)
Review activity for PloS one. (2)
Review activity for Scientific data. (1)
Review activity for Transportation research. (1)
Review activity for Transportation research. (1)
Review activity for Travel behaviour & society. (2)