Qunying Huang

Orcid: 0000-0003-3499-7294

According to our database1, Qunying Huang authored at least 75 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep learning for spatiotemporal forecasting in Earth system science: a review.
Int. J. Digit. Earth, December, 2024

A Remote Sensing Spectral Index Guided Bitemporal Residual Attention Network for Wildfire Burn Severity Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

BiAU-Net: Wildfire burnt area mapping using bi-temporal Sentinel-2 imagery and U-Net with attention mechanism.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Self-supervised Pretraining with Edge Guidance for Building Damage Assessment.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2024

2023
Mixed land use measurement and mapping with street view images and spatial context-aware prompts via zero-shot multimodal learning.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023

Revealing racial-ethnic segregation with individual experienced segregation indices based on social media data: A case study in Los Angeles-Long Beach-Anaheim.
Comput. Environ. Urban Syst., September, 2023

Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach.
Remote. Sens., September, 2023

Near Real-Time Flood Mapping with Weakly Supervised Machine Learning.
Remote. Sens., July, 2023

A guided latent Dirichlet allocation approach to investigate real-time latent topics of Twitter data during Hurricane Laura.
J. Inf. Sci., April, 2023

Spatio-Temporal Transformer Recommender: Next Location Recommendation with Attention Mechanism by Mining the Spatio-Temporal Relationship between Visited Locations.
ISPRS Int. J. Geo Inf., 2023

Pixel-wise Wildfire Burn Severity Classification with Bi-temporal Sentinel-2 Data and Deep Learning.
Proceedings of the 6th International Conference on Big Data Technologies, 2023

Measuring Access Inequality in A Hybrid Physical-Virtual World: : A Case Study of Racial Disparity of Healthcare Access During CoVID-19.
Proceedings of the 2023 30th International Conference on Geoinformatics, 2023

2022
Coupling Relationship Analysis of Gold Content Using Gaofen-5 (GF-5) Satellite Hyperspectral Remote Sensing Data: A Potential Method in Chahuazhai Gold Mining Area, Qiubei County, SW China.
Remote. Sens., 2022

Human movement patterns of different racial-ethnic and economic groups in U.S. top 50 populated cities: What can social media tell us about isolation?
Ann. GIS, 2022

Flood Depth Assessment with Location-Based Social Network Data and Google Street View - A Case Study with Buildings as Reference Objects.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Real-Time Classification of Disaster Images from Social Media with a Self-Supervised Learning Framework.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

IM2City: image geo-localization via multi-modal learning.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2022

2021
Activity knowledge discovery: Detecting collective and individual activities with digital footprints and open source geographic data.
Comput. Environ. Urban Syst., 2021

A privacy-preserving framework for location recommendation using decentralized collaborative machine learning.
Trans. GIS, 2021

Urban Flood Mapping With Bitemporal Multispectral Imagery Via a Self-Supervised Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Disaster Image Classification by Fusing Multimodal Social Media Data.
ISPRS Int. J. Geo Inf., 2021

Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features.
Int. J. Digit. Earth, 2021

Situational awareness extraction: a comprehensive review of social media data classification during natural hazards.
Ann. GIS, 2021

Spatiotemporal Contrastive Representation Learning for Building Damage Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection.
Proceedings of the 11th International Conference on Geographic Information Science, 2021

2020
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation.
ISPRS Int. J. Geo Inf., 2020

Introduction to Big Data Computing for Geospatial Applications.
ISPRS Int. J. Geo Inf., 2020

SOVAS: a scalable online visual analytic system for big climate data analysis.
Int. J. Geogr. Inf. Sci., 2020

Spatiotemporal event detection: a review.
Int. J. Digit. Earth, 2020

2019
Patch Similarity Convolutional Neural Network for Urban Flood Extent Mapping Using Bi-Temporal Satellite Multispectral Imagery.
Remote. Sens., 2019

Exploring the effectiveness of geomasking techniques for protecting the geoprivacy of Twitter users.
J. Spatial Inf. Sci., 2019

Exploring the uncertainty of activity zone detection using digital footprints with multi-scaled DBSCAN.
Int. J. Geogr. Inf. Sci., 2019

Deep learning for real-time social media text classification for situation awareness - using Hurricanes Sandy, Harvey, and Irma as case studies.
Int. J. Digit. Earth, 2019

Introduction to social sensing and big data computing for disaster management.
Int. J. Digit. Earth, 2019

Urban Flood Mapping with Residual Patch Similarity Learning.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2019

Flood Depth Estimation from Web Images.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, 2019

2018
A geospatial hybrid cloud platform based on multi-sourced computing and model resources for geosciences.
Int. J. Digit. Earth, 2018

Geo-sensor(s) for potential prediction of earthquakes: can earthquake be predicted by abnormal animal phenomena?
Ann. GIS, 2018

Enhancing the Impression on Cities: Mining Relations of Attractions with Geo-Tagged Photos.
Proceedings of the 2018 IEEE SmartWorld, 2018

A Corpus-Based Study on Collocation and Semantic Prosody in China's English Media: The Case of the Verbs of Publicity.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
MapReduce.
Proceedings of the Encyclopedia of GIS., 2017

Building Model as a Service to support geosciences.
Comput. Environ. Urban Syst., 2017

A high performance query analytical framework for supporting data-intensive climate studies.
Comput. Environ. Urban Syst., 2017

A replication strategy for a distributed high-speed caching system based on spatiotemporal access patterns of geospatial data.
Comput. Environ. Urban Syst., 2017

A cloud-enabled automatic disaster analysis system of multi-sourced data streams: An example synthesizing social media, remote sensing and Wikipedia data.
Comput. Environ. Urban Syst., 2017

"Voting with Their Feet": Delineating the Sphere of Influence Using Social Media Data.
ISPRS Int. J. Geo Inf., 2017

A GPU-accelerated adaptive kernel density estimation approach for efficient point pattern analysis on spatial big data.
Int. J. Geogr. Inf. Sci., 2017

Mining online footprints to predict user's next location.
Int. J. Geogr. Inf. Sci., 2017

Big Data and cloud computing: innovation opportunities and challenges.
Int. J. Digit. Earth, 2017

The impact of MTUP to explore online trajectories for human mobility studies.
Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2017

2016
Enabling point pattern analysis on spatial big data using cloud computing: optimizing and accelerating Ripley's K function.
Int. J. Geogr. Inf. Sci., 2016

Activity patterns, socioeconomic status and urban spatial structure: what can social media data tell us?
Int. J. Geogr. Inf. Sci., 2016

A cloud-enabled remote visualization tool for time-varying climate data analytics.
Environ. Model. Softw., 2016

Mining frequent trajectory patterns from online footprints.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming, 2016

2015
Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery.
ISPRS Int. J. Geo Inf., 2015

Adopting cloud computing to optimize spatial web portals for better performance to support Digital Earth and other global geospatial initiatives.
Int. J. Digit. Earth, 2015

Using nightlight remote sensing imagery and Twitter data to study power outages.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, 2015

DisasterMapper: A CyberGIS framework for disaster management using social media data.
Proceedings of the 4th International ACM SIGSPATIAL Workshop on Analytics for Big Geospatial Data, 2015

An integrative method for mapping urban land use change using "geo-sensor" data.
Proceedings of the 1st International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, 2015

2014
A data-driven framework for archiving and exploring social media data.
Ann. GIS, 2014

From where do tweets originate?: a GIS approach for user location inference.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2014

2013
Using adaptively coupled models and high-performance computing for enabling the computability of dust storm forecasting.
Int. J. Geogr. Inf. Sci., 2013

Visualizing 3D/4D environmental data using many-core graphics processing units (GPUs) and multi-core central processing units (CPUs).
Comput. Geosci., 2013

Evaluating open-source cloud computing solutions for geosciences.
Comput. Geosci., 2013

Utilize cloud computing to support dust storm forecasting.
Int. J. Digit. Earth, 2013

A High Performance Web-Based System for Analyzing and Visualizing Spatiotemporal Data for Climate Studies.
Proceedings of the Web and Wireless Geographical Information Systems, 2013

2012
A Web-Based Geovisual Analytical System for Climate Studies.
Future Internet, 2012

An experimental study of open-source cloud platforms for dust storm forecasting.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
Using spatial principles to optimize distributed computing for enabling the physical science discoveries.
Proc. Natl. Acad. Sci. USA, 2011

Optimizing grid computing configuration and scheduling for geospatial analysis: An example with interpolating DEM.
Comput. Geosci., 2011

Spatial cloud computing: how can the geospatial sciences use and help shape cloud computing?
Int. J. Digit. Earth, 2011

2010
High-performance computing for the simulation of dust storms.
Comput. Environ. Urban Syst., 2010

Cloud computing for geosciences: deployment of GEOSS clearinghouse on Amazon's EC2.
Proceedings of the 2010 First International Workshop on High Performance and Distributed Geographic Information Systems, 2010

2008
Utilizing Grid Computing to Support Near Real-Time Geospatial Applications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Sharing Earth Science Information to Support the Global Earth Observing System of Systems (GEOSS).
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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