Sharing Earth Science Information to Support the Global Earth Observing System of Systems (GEOSS). - Myra Bambacus; Chaowei Yang; John D. Evans; Zhenglong Li 002; Wenwen Li 001; Qunying Huang (IGARSS (1), 2008)

Utilizing Grid Computing to Support Near Real-Time Geospatial Applications. - Jibo Xie; Chaowei Yang; Qunying Huang; Ying Cao; Menas Kafatos (IGARSS (2), 2008)

Cloud computing for geosciences: deployment of GEOSS clearinghouse on Amazon's EC2. - Qunying Huang; Chaowei Yang; Doug Nebert; Kai Liu 017; Huayi Wu (GIS-HPDGIS, 2010)

High-performance computing for the simulation of dust storms. - Jibo Xie; Chaowei Phil Yang; Bin Zhou; Qunying Huang (Comput. Environ. Urban Syst., 2010)

Spatial cloud computing: how can the geospatial sciences use and help shape cloud computing? - Chaowei Yang; Michael F. Goodchild; Qunying Huang; Doug Nebert; Robert Raskin; Yan Xu; Myra Bambacus; Daniel Fay (Int. J. Digit. Earth, 2011)

Optimizing grid computing configuration and scheduling for geospatial analysis: An example with interpolating DEM. - Qunying Huang; Chaowei Yang (Comput. Geosci., 2011)

Using spatial principles to optimize distributed computing for enabling the physical science discoveries. - Chaowei Yang; Huayi Wu; Qunying Huang; Zhenlong Li; Jing Li 029 (Proc. Natl. Acad. Sci. USA, 2011)

An experimental study of open-source cloud platforms for dust storm forecasting. - Qunying Huang; Jizhe Xia; Chaowei Yang; Kai Liu 017; Jing Li 029; Zhipeng Gui; Mohammed Anowarul Hassan; Songqing Chen (SIGSPATIAL/GIS, 2012)

A Web-Based Geovisual Analytical System for Climate Studies. - Min Sun 002; Jing Li 029; Chaowei Yang; Gavin A. Schmidt; Myra Bambacus; Robert F. Cahalan; Qunying Huang; Chen Xu; Erik U. Noble; Zhenglong Li 002 (Future Internet, 2012)

A High Performance Web-Based System for Analyzing and Visualizing Spatiotemporal Data for Climate Studies. - Zhenglong Li 002; Chaowei Yang; Min Sun 002; Jing Li 029; Chen Xu; Qunying Huang; Kai Liu 017 (W2GIS, 2013)

Utilize cloud computing to support dust storm forecasting. - Qunying Huang; Chaowei Yang; Karl Benedict; Songqing Chen; Abdelmounaam Rezgui; Jibo Xie (Int. J. Digit. Earth, 2013)

Evaluating open-source cloud computing solutions for geosciences. - Qunying Huang; Chaowei Yang; Kai Liu 017; Jizhe Xia; Chen Xu; Jing Li 029; Zhipeng Gui; Min Sun 002; Zhenglong Li 002 (Comput. Geosci., 2013)

Visualizing 3D/4D environmental data using many-core graphics processing units (GPUs) and multi-core central processing units (CPUs). - Jing Li 029; Yunfeng Jiang; Chaowei Yang; Qunying Huang; Matthew T. Rice (Comput. Geosci., 2013)

Using adaptively coupled models and high-performance computing for enabling the computability of dust storm forecasting. - Qunying Huang; Chaowei Yang; Karl Benedict; Abdelmounaam Rezgui; Jibo Xie; Jizhe Xia; Songqing Chen (Int. J. Geogr. Inf. Sci., 2013)

From where do tweets originate?: a GIS approach for user location inference. - Qunying Huang; Guofeng Cao; Caixia Wang (LBSN@SIGSPATIAL/GIS, 2014)

A data-driven framework for archiving and exploring social media data. - Qunying Huang; Chen Xu (Ann. GIS, 2014)

An integrative method for mapping urban land use change using "geo-sensor" data. - Charles Chang; Zhiwei Ye; Qunying Huang; Caixia Wang (UrbanGIS@SIGSPATIAL, 2015)

DisasterMapper: A CyberGIS framework for disaster management using social media data. - Qunying Huang; Guido Cervone; Duangyang Jing; Chaoyi Chang (BigSpatial@SIGSPATIAL, 2015)

Using nightlight remote sensing imagery and Twitter data to study power outages. - Carolynne Hultquist; Mark B. Simpson; Guido Cervone; Qunying Huang (EM-GIS, 2015)

Adopting cloud computing to optimize spatial web portals for better performance to support Digital Earth and other global geospatial initiatives. - Jizhe Xia; Chaowei Yang; Kai Liu 017; Zhipeng Gui; Zhenglong Li 002; Qunying Huang; Rui Li 046 (Int. J. Digit. Earth, 2015)

Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery. - Qunying Huang; Yu Xiao 003 (ISPRS Int. J. Geo Inf., 2015)

Mining frequent trajectory patterns from online footprints. - Qunying Huang; Zhenglong Li 002; Jing Li 029; Charles Chang (IWGS@SIGSPATIAL, 2016)

A cloud-enabled remote visualization tool for time-varying climate data analytics. - Tong Zhang 009; Jing Li 029; Qing Liu; Qunying Huang (Environ. Model. Softw., 2016)

Activity patterns, socioeconomic status and urban spatial structure: what can social media data tell us? - Qunying Huang; David W. S. Wong (Int. J. Geogr. Inf. Sci., 2016)

Enabling point pattern analysis on spatial big data using cloud computing: optimizing and accelerating Ripley's K function. - Guiming Zhang; Qunying Huang; A-Xing Zhu; John H. Keel (Int. J. Geogr. Inf. Sci., 2016)

The impact of MTUP to explore online trajectories for human mobility studies. - Xinyi Liu; Qunying Huang; Zhenlong Li; Meiliu Wu (PredictGIS@SIGSPATIAL, 2017)

Big Data and cloud computing: innovation opportunities and challenges. - Chaowei Yang; Qunying Huang; Zhenlong Li; Kai Liu 017; Fei Hu 003 (Int. J. Digit. Earth, 2017)

Mining online footprints to predict user's next location. - Qunying Huang (Int. J. Geogr. Inf. Sci., 2017)

A GPU-accelerated adaptive kernel density estimation approach for efficient point pattern analysis on spatial big data. - Guiming Zhang; A-Xing Zhu; Qunying Huang (Int. J. Geogr. Inf. Sci., 2017)

"Voting with Their Feet": Delineating the Sphere of Influence Using Social Media Data. - David W. S. Wong; Qunying Huang (ISPRS Int. J. Geo Inf., 2017)

A cloud-enabled automatic disaster analysis system of multi-sourced data streams: An example synthesizing social media, remote sensing and Wikipedia data. - Qunying Huang; Guido Cervone; Guiming Zhang (Comput. Environ. Urban Syst., 2017)

A replication strategy for a distributed high-speed caching system based on spatiotemporal access patterns of geospatial data. - Rui Li 046; Wei Feng; Huayi Wu; Qunying Huang (Comput. Environ. Urban Syst., 2017)

A high performance query analytical framework for supporting data-intensive climate studies. - Zhenlong Li; Qunying Huang; Gregory J. Carbone; Fei Hu 003 (Comput. Environ. Urban Syst., 2017)

Building Model as a Service to support geosciences. - Zhenlong Li; Chaowei Yang; Qunying Huang; Kai Liu 017; Min Sun 002; Jizhe Xia (Comput. Environ. Urban Syst., 2017)

MapReduce. - Qunying Huang (Encyclopedia of GIS, 2017)

A Corpus-Based Study on Collocation and Semantic Prosody in China's English Media: The Case of the Verbs of Publicity. - Qunying Huang; Lixin Xia; Yun Xia (DASFAA Workshops, 2018)

Enhancing the Impression on Cities: Mining Relations of Attractions with Geo-Tagged Photos. - Zhiqiang Zou; Xu He; Xingyu Xie; Qunying Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

Geo-sensor(s) for potential prediction of earthquakes: can earthquake be predicted by abnormal animal phenomena? - Kai Cao 005; Qunying Huang (Ann. GIS, 2018)

A geospatial hybrid cloud platform based on multi-sourced computing and model resources for geosciences. - Qunying Huang; Jing Li 029; Zhenlong Li (Int. J. Digit. Earth, 2018)

Flood Depth Estimation from Web Images. - Zonglin Meng; Bo Peng; Qunying Huang (ARIC@SIGSPATIAL, 2019)

Urban Flood Mapping with Residual Patch Similarity Learning. - Bo Peng; Xinyi Liu; Zonglin Meng; Qunying Huang (GeoAI@SIGSPATIAL, 2019)

Introduction to social sensing and big data computing for disaster management. - Zhenlong Li; Qunying Huang; Christopher T. Emrich (Int. J. Digit. Earth, 2019)

Deep learning for real-time social media text classification for situation awareness - using Hurricanes Sandy, Harvey, and Irma as case studies. - Manzhu Yu; Qunying Huang; Han Qin; Chris Scheele; Chaowei Yang (Int. J. Digit. Earth, 2019)

Exploring the uncertainty of activity zone detection using digital footprints with multi-scaled DBSCAN. - Xinyi Liu; Qunying Huang; Song Gao 001 (Int. J. Geogr. Inf. Sci., 2019)

Exploring the effectiveness of geomasking techniques for protecting the geoprivacy of Twitter users. - Song Gao 001; Jinmeng Rao; Xinyi Liu; Yuhao Kang; Qunying Huang; Joseph App (J. Spatial Inf. Sci., 2019)

Patch Similarity Convolutional Neural Network for Urban Flood Extent Mapping Using Bi-Temporal Satellite Multispectral Imagery. - Bo Peng; Zonglin Meng; Qunying Huang; Caixia Wang (Remote. Sens., 2019)

Spatiotemporal event detection: a review. - Manzhu Yu; Myra Bambacus; Guido Cervone; Keith C. Clarke; Daniel Q. Duffy; Qunying Huang; Jing Li 029; Wenwen Li 002; Zhenlong Li; Qian Liu 011; Bernd Resch; Jingchao Yang; et al. (Int. J. Digit. Earth, 2020)

SOVAS: a scalable online visual analytic system for big climate data analysis. - Zhenlong Li; Qunying Huang; Yuqin Jiang; Fei Hu 003 (Int. J. Geogr. Inf. Sci., 2020)

Introduction to Big Data Computing for Geospatial Applications. - Zhenlong Li; Wenwu Tang; Qunying Huang; Eric Shook; Qingfeng Guan 001 (ISPRS Int. J. Geo Inf., 2020)

Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation. - Boxi Shen; Xiang Xu 002; Jun Li 009; Antonio Plaza; Qunying Huang (ISPRS Int. J. Geo Inf., 2020)

LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection. - Jinmeng Rao; Song Gao 001; Yuhao Kang; Qunying Huang (GIScience (I), 2021)

Spatiotemporal Contrastive Representation Learning for Building Damage Classification. - Bo Peng; Qunying Huang; Jinmeng Rao (IGARSS, 2021)

Situational awareness extraction: a comprehensive review of social media data classification during natural hazards. - Jirapa Vongkusolkit; Qunying Huang (Ann. GIS, 2021)

Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features. - Christopher Scheele; Manzhu Yu; Qunying Huang (Int. J. Digit. Earth, 2021)

Disaster Image Classification by Fusing Multimodal Social Media Data. - Zhiqiang Zou; Hongyu Gan; Qunying Huang; Tianhui Cai; Kai Cao 005 (ISPRS Int. J. Geo Inf., 2021)

Urban Flood Mapping With Bitemporal Multispectral Imagery Via a Self-Supervised Learning Framework. - Bo Peng; Qunying Huang; Jamp Vongkusolkit; Song Gao 001; Daniel B. Wright; Zheng N. Fang; Yi Qiang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A privacy-preserving framework for location recommendation using decentralized collaborative machine learning. - Jinmeng Rao; Song Gao 001; Mingxiao Li 001; Qunying Huang (Trans. GIS, 2021)

Activity knowledge discovery: Detecting collective and individual activities with digital footprints and open source geographic data. - Xinyi Liu; Qunying Huang; Song Gao 001; Jizhe Xia (Comput. Environ. Urban Syst., 2021)

IM2City: image geo-localization via multi-modal learning. - Meiliu Wu; Qunying Huang (GeoAI@SIGSPATIAL, 2022)

Real-Time Classification of Disaster Images from Social Media with a Self-Supervised Learning Framework. - Tianhui Cai; Hongyu Gan; Bo Peng; Qunying Huang; Zhiqiang Zou (IGARSS, 2022)

Flood Depth Assessment with Location-Based Social Network Data and Google Street View - A Case Study with Buildings as Reference Objects. - Boyuan Zou; Bo Peng; Qunying Huang (IGARSS, 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? - Meiliu Wu; Qunying Huang (Ann. GIS, 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. - Yuehan Qin; Xinle Zhang; Zhifang Zhao; Ziyang Li; Changbi Yang; Qunying Huang (Remote. Sens., 2022)

Measuring Access Inequality in A Hybrid Physical-Virtual World: : A Case Study of Racial Disparity of Healthcare Access During CoVID-19. - Meiliu Wu; Qunying Huang; Song Gao 001 (Geoinformatics, 2023)

Pixel-wise Wildfire Burn Severity Classification with Bi-temporal Sentinel-2 Data and Deep Learning. - Mingda Wu; Qunying Huang; Tang Sui; Meiliu Wu (ICBDT, 2023)

Spatio-Temporal Transformer Recommender: Next Location Recommendation with Attention Mechanism by Mining the Spatio-Temporal Relationship between Visited Locations. - Shuqiang Xu; Qunying Huang; Zhiqiang Zou (ISPRS Int. J. Geo Inf., 2023)

A guided latent Dirichlet allocation approach to investigate real-time latent topics of Twitter data during Hurricane Laura. - Sulong Zhou; Pengyu Kan; Qunying Huang; Janet Silbernagel (J. Inf. Sci., 2023)

Near Real-Time Flood Mapping with Weakly Supervised Machine Learning. - Jirapa Vongkusolkit; Bo Peng; Meiliu Wu; Qunying Huang; Christian G. Andresen (Remote. Sens., 2023)

Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach. - Yuchi Ma; Zhengwei Yang; Qunying Huang; Zhou Zhang 001 (Remote. Sens., 2023)

Revealing racial-ethnic segregation with individual experienced segregation indices based on social media data: A case study in Los Angeles-Long Beach-Anaheim. - Meiliu Wu; Xinyi Liu; Yuehan Qin; Qunying Huang (Comput. Environ. Urban Syst., 2023)

Mixed land use measurement and mapping with street view images and spatial context-aware prompts via zero-shot multimodal learning. - Meiliu Wu; Qunying Huang; Song Gao 001; Zhou Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Occupation Prediction with Multimodal Learning from Tweet Messages and Google Street View Images. - Xinyi Liu; Bo Peng; Meiliu Wu; Mingshu Wang; Heng Cai; Qunying Huang (AGILE Conf., 2024)

Self-supervised Pretraining with Edge Guidance for Building Damage Assessment. - Songxi Yang; Bo Peng; Tang Sui; Qunying Huang (GeoAI@SIGSPATIAL, 2024)

BiAU-Net: Wildfire burnt area mapping using bi-temporal Sentinel-2 imagery and U-Net with attention mechanism. - Tang Sui; Qunying Huang; Mingda Wu; Meiliu Wu; Zhou Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

A Remote Sensing Spectral Index Guided Bitemporal Residual Attention Network for Wildfire Burn Severity Mapping. - Mingda Wu; Qunying Huang; Tang Sui; Bo Peng; Manzhu Yu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Deep learning for spatiotemporal forecasting in Earth system science: a review. - Manzhu Yu; Qunying Huang; Zhenlong Li (Int. J. Digit. Earth, 2024)

Identifying rich clubs in spatiotemporal interaction networks. - Jacob Kruse; Song Gao 001; Yuhan Ji; Keith Levin; Qunying Huang; Kenneth Mayer (CoRR, 2025)

Tales of the 2025 Los Angeles Fire: Hotwash for Public Health Concerns in Reddit via LLM-Enhanced Topic Modeling. - Sulong Zhou; Qunying Huang; Shaoheng Zhou; Yun Hang; Xinyue Ye; Aodong Mei; Kathryn Phung; Yuning Ye; Uma Govindswamy; Zehan Li (CoRR, 2025)