Qunying Huang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 52

Top Topics

Kernel Density Estimation

Top Venues

Int. J. Digit. Earth

Comput. Environ. Urban Syst.

ISPRS Int. J. Geo Inf.

Int. J. Geogr. Inf. Sci.

Publications

Tang Sui, Qunying Huang, Mingda Wu, Meiliu Wu, Zhou Zhang
BiAU-Net: Wildfire burnt area mapping using bi-temporal Sentinel-2 imagery and U-Net with attention mechanism. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Jirapa Vongkusolkit, Bo Peng, Meiliu Wu, Qunying Huang, Christian G. Andresen
Near Real-Time Flood Mapping with Weakly Supervised Machine Learning. Remote. Sens. 15 (13) (2023)
Meiliu Wu, Xinyi Liu, Yuehan Qin, Qunying Huang
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. 104 (2023)
Yuchi Ma, Zhengwei Yang, Qunying Huang, Zhou Zhang
Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach. Remote. Sens. 15 (18) (2023)
Sulong Zhou, Pengyu Kan, Qunying Huang, Janet Silbernagel
A guided latent Dirichlet allocation approach to investigate real-time latent topics of Twitter data during Hurricane Laura. J. Inf. Sci. 49 (2) (2023)
Xiaoyu Wang, Yuchi Ma, Qunying Huang, Zhengwei Yang, Zhou Zhang
Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning. CoRR (2023)
Shuqiang Xu, Qunying Huang, Zhiqiang Zou
Spatio-Temporal Transformer Recommender: Next Location Recommendation with Attention Mechanism by Mining the Spatio-Temporal Relationship between Visited Locations. ISPRS Int. J. Geo Inf. 12 (2) (2023)
Meiliu Wu, Qunying Huang, Song Gao
Measuring Access Inequality in A Hybrid Physical-Virtual World: : A Case Study of Racial Disparity of Healthcare Access During CoVID-19. Geoinformatics (2023)
Meiliu Wu, Qunying Huang, Song Gao, Zhou Zhang
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 125 (2023)
Mingda Wu, Qunying Huang, Tang Sui, Meiliu Wu
Pixel-wise Wildfire Burn Severity Classification with Bi-temporal Sentinel-2 Data and Deep Learning. ICBDT (2023)
Meiliu Wu, Qunying Huang
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 28 (2) (2022)
Meiliu Wu, Qunying Huang
IM2City: image geo-localization via multi-modal learning. GeoAI@SIGSPATIAL (2022)
Yuehan Qin, Xinle Zhang, Zhifang Zhao, Ziyang Li, Changbi Yang, Qunying Huang
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. 14 (1) (2022)
Boyuan Zou, Bo Peng, Qunying Huang
Flood Depth Assessment with Location-Based Social Network Data and Google Street View - A Case Study with Buildings as Reference Objects. IGARSS (2022)
Tianhui Cai, Hongyu Gan, Bo Peng, Qunying Huang, Zhiqiang Zou
Real-Time Classification of Disaster Images from Social Media with a Self-Supervised Learning Framework. IGARSS (2022)
Christopher Scheele, Manzhu Yu, Qunying Huang
Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features. Int. J. Digit. Earth 14 (11) (2021)
Bo Peng, Qunying Huang, Jinmeng Rao
Spatiotemporal Contrastive Representation Learning for Building Damage Classification. IGARSS (2021)
Bo Peng, Qunying Huang, Jamp Vongkusolkit, Song Gao, Daniel B. Wright, Zheng N. Fang, Yi Qiang
Urban Flood Mapping With Bitemporal Multispectral Imagery Via a Self-Supervised Learning Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhiqiang Zou, Hongyu Gan, Qunying Huang, Tianhui Cai, Kai Cao
Disaster Image Classification by Fusing Multimodal Social Media Data. ISPRS Int. J. Geo Inf. 10 (10) (2021)
Jinmeng Rao, Song Gao, Mingxiao Li, Qunying Huang
A privacy-preserving framework for location recommendation using decentralized collaborative machine learning. Trans. GIS 25 (3) (2021)
Jinmeng Rao, Song Gao, Yuhao Kang, Qunying Huang
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection. GIScience (I) (2021)
Jirapa Vongkusolkit, Qunying Huang
Situational awareness extraction: a comprehensive review of social media data classification during natural hazards. Ann. GIS 27 (1) (2021)
Xinyi Liu, Qunying Huang, Song Gao, Jizhe Xia
Activity knowledge discovery: Detecting collective and individual activities with digital footprints and open source geographic data. Comput. Environ. Urban Syst. 85 (2021)
Zhenlong Li, Wenwu Tang, Qunying Huang, Eric Shook, Qingfeng Guan
Introduction to Big Data Computing for Geospatial Applications. ISPRS Int. J. Geo Inf. 9 (8) (2020)
Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke, Daniel Q. Duffy, Qunying Huang, Jing Li, Wenwen Li, Zhenlong Li, Qian Liu, Bernd Resch, Jingchao Yang, Chaowei Yang
Spatiotemporal event detection: a review. Int. J. Digit. Earth 13 (12) (2020)
Jinmeng Rao, Song Gao, Yuhao Kang, Qunying Huang
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection. CoRR (2020)
Boxi Shen, Xiang Xu, Jun Li, Antonio Plaza, Qunying Huang
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation. ISPRS Int. J. Geo Inf. 9 (11) (2020)
Zhenlong Li, Qunying Huang, Yuqin Jiang, Fei Hu
SOVAS: a scalable online visual analytic system for big climate data analysis. Int. J. Geogr. Inf. Sci. 34 (6) (2020)
Xinyi Liu, Qunying Huang, Song Gao
Exploring the uncertainty of activity zone detection using digital footprints with multi-scaled DBSCAN. Int. J. Geogr. Inf. Sci. 33 (6) (2019)
Zhenlong Li, Qunying Huang, Christopher T. Emrich
Introduction to social sensing and big data computing for disaster management. Int. J. Digit. Earth 12 (11) (2019)
Song Gao, Jinmeng Rao, Xinyi Liu, Yuhao Kang, Qunying Huang, Joseph App
Exploring the effectiveness of geomasking techniques for protecting the geoprivacy of Twitter users. J. Spatial Inf. Sci. 19 (2019)
Bo Peng, Xinyi Liu, Zonglin Meng, Qunying Huang
Urban Flood Mapping with Residual Patch Similarity Learning. GeoAI@SIGSPATIAL (2019)
Bo Peng, Zonglin Meng, Qunying Huang, Caixia Wang
Patch Similarity Convolutional Neural Network for Urban Flood Extent Mapping Using Bi-Temporal Satellite Multispectral Imagery. Remote. Sens. 11 (21) (2019)
Manzhu Yu, Qunying Huang, Han Qin, Chris Scheele, Chaowei Yang
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 12 (11) (2019)
Zonglin Meng, Bo Peng, Qunying Huang
Flood Depth Estimation from Web Images. ARIC@SIGSPATIAL (2019)
Kai Cao, Qunying Huang
Geo-sensor(s) for potential prediction of earthquakes: can earthquake be predicted by abnormal animal phenomena? Ann. GIS 24 (2) (2018)
Qunying Huang, Jing Li, Zhenlong Li
A geospatial hybrid cloud platform based on multi-sourced computing and model resources for geosciences. Int. J. Digit. Earth 11 (12) (2018)
Qunying Huang, Lixin Xia, Yun Xia
A Corpus-Based Study on Collocation and Semantic Prosody in China's English Media: The Case of the Verbs of Publicity. DASFAA Workshops (2018)
Zhiqiang Zou, Xu He, Xingyu Xie, Qunying Huang
Enhancing the Impression on Cities: Mining Relations of Attractions with Geo-Tagged Photos. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Guiming Zhang, A-Xing Zhu, Qunying Huang
A GPU-accelerated adaptive kernel density estimation approach for efficient point pattern analysis on spatial big data. Int. J. Geogr. Inf. Sci. 31 (10) (2017)
Zhenlong Li, Chaowei Yang, Qunying Huang, Kai Liu, Min Sun, Jizhe Xia
Building Model as a Service to support geosciences. Comput. Environ. Urban Syst. 61 (2017)
David W. S. Wong, Qunying Huang
"Voting with Their Feet": Delineating the Sphere of Influence Using Social Media Data. ISPRS Int. J. Geo Inf. 6 (11) (2017)
Qunying Huang
Mining online footprints to predict user's next location. Int. J. Geogr. Inf. Sci. 31 (3) (2017)
Chaowei Yang, Qunying Huang, Zhenlong Li, Kai Liu, Fei Hu
Big Data and cloud computing: innovation opportunities and challenges. Int. J. Digit. Earth 10 (1) (2017)
Qunying Huang, Guido Cervone, Guiming Zhang
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. 66 (2017)
Rui Li, Wei Feng, Huayi Wu, Qunying Huang
A replication strategy for a distributed high-speed caching system based on spatiotemporal access patterns of geospatial data. Comput. Environ. Urban Syst. 61 (2017)
Xinyi Liu, Qunying Huang, Zhenlong Li, Meiliu Wu
The impact of MTUP to explore online trajectories for human mobility studies. PredictGIS@SIGSPATIAL (2017)
Zhenlong Li, Qunying Huang, Gregory J. Carbone, Fei Hu
A high performance query analytical framework for supporting data-intensive climate studies. Comput. Environ. Urban Syst. 62 (2017)
Tong Zhang, Jing Li, Qing Liu, Qunying Huang
A cloud-enabled remote visualization tool for time-varying climate data analytics. Environ. Model. Softw. 75 (2016)
Qunying Huang, Zhenglong Li, Jing Li, Charles Chang
Mining frequent trajectory patterns from online footprints. IWGS@SIGSPATIAL (2016)
Guiming Zhang, Qunying Huang, A-Xing Zhu, John H. Keel
Enabling point pattern analysis on spatial big data using cloud computing: optimizing and accelerating Ripley's K function. Int. J. Geogr. Inf. Sci. 30 (11) (2016)
Qunying Huang, David W. S. Wong
Activity patterns, socioeconomic status and urban spatial structure: what can social media data tell us? Int. J. Geogr. Inf. Sci. 30 (9) (2016)
Qunying Huang, Yu Xiao
Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery. ISPRS Int. J. Geo Inf. 4 (3) (2015)
Carolynne Hultquist, Mark B. Simpson, Guido Cervone, Qunying Huang
Using nightlight remote sensing imagery and Twitter data to study power outages. EM-GIS (2015)
Qunying Huang, Guido Cervone, Duangyang Jing, Chaoyi Chang
DisasterMapper: A CyberGIS framework for disaster management using social media data. BigSpatial@SIGSPATIAL (2015)
Jizhe Xia, Chaowei Yang, Kai Liu, Zhipeng Gui, Zhenglong Li, Qunying Huang, Rui Li
Adopting cloud computing to optimize spatial web portals for better performance to support Digital Earth and other global geospatial initiatives. Int. J. Digit. Earth 8 (6) (2015)
Charles Chang, Zhiwei Ye, Qunying Huang, Caixia Wang
An integrative method for mapping urban land use change using "geo-sensor" data. UrbanGIS@SIGSPATIAL (2015)
Qunying Huang, Chen Xu
A data-driven framework for archiving and exploring social media data. Ann. GIS 20 (4) (2014)
Qunying Huang, Guofeng Cao, Caixia Wang
From where do tweets originate?: a GIS approach for user location inference. LBSN@SIGSPATIAL/GIS (2014)
Qunying Huang, Chaowei Yang, Karl Benedict, Abdelmounaam Rezgui, Jibo Xie, Jizhe Xia, Songqing Chen
Using adaptively coupled models and high-performance computing for enabling the computability of dust storm forecasting. Int. J. Geogr. Inf. Sci. 27 (4) (2013)
Qunying Huang, Chaowei Yang, Kai Liu, Jizhe Xia, Chen Xu, Jing Li, Zhipeng Gui, Min Sun, Zhenglong Li
Evaluating open-source cloud computing solutions for geosciences. Comput. Geosci. 59 (2013)
Qunying Huang, Chaowei Yang, Karl Benedict, Songqing Chen, Abdelmounaam Rezgui, Jibo Xie
Utilize cloud computing to support dust storm forecasting. Int. J. Digit. Earth 6 (4) (2013)
Jing Li, Yunfeng Jiang, Chaowei Yang, Qunying Huang, Matthew Rice
Visualizing 3D/4D environmental data using many-core graphics processing units (GPUs) and multi-core central processing units (CPUs). Comput. Geosci. 59 (2013)
Zhenglong Li, Chaowei Yang, Min Sun, Jing Li, Chen Xu, Qunying Huang, Kai Liu
A High Performance Web-Based System for Analyzing and Visualizing Spatiotemporal Data for Climate Studies. W2GIS (2013)
Min Sun, Jing Li, Chaowei Yang, Gavin A. Schmidt, Myra Bambacus, Robert Cahalan, Qunying Huang, Chen Xu, Erik U. Noble, Zhenglong Li
A Web-Based Geovisual Analytical System for Climate Studies. Future Internet 4 (4) (2012)
Qunying Huang, Jizhe Xia, Chaowei Yang, Kai Liu, Jing Li, Zhipeng Gui, Mohammed Anowarul Hassan, Songqing Chen
An experimental study of open-source cloud platforms for dust storm forecasting. SIGSPATIAL/GIS (2012)
Qunying Huang, Chaowei Yang
Optimizing grid computing configuration and scheduling for geospatial analysis: An example with interpolating DEM. Comput. Geosci. 37 (2) (2011)
Chaowei Yang, Michael F. Goodchild, Qunying Huang, Doug Nebert, Robert Raskin, Yan Xu, Myra Bambacus, Daniel Fay
Spatial cloud computing: how can the geospatial sciences use and help shape cloud computing? Int. J. Digit. Earth 4 (4) (2011)
Chaowei Yang, Huayi Wu, Qunying Huang, Zhenlong Li, Jing Li
Using spatial principles to optimize distributed computing for enabling the physical science discoveries. Proc. Natl. Acad. Sci. USA 108 (14) (2011)
Jibo Xie, Chaowei Phil Yang, Bin Zhou, Qunying Huang
High-performance computing for the simulation of dust storms. Comput. Environ. Urban Syst. 34 (4) (2010)
Qunying Huang, Chaowei Yang, Doug Nebert, Kai Liu, Huayi Wu
Cloud computing for geosciences: deployment of GEOSS clearinghouse on Amazon's EC2. GIS-HPDGIS (2010)
Myra Bambacus, Chaowei Yang, John D. Evans, Zhenglong Li, Wenwen Li, Qunying Huang
Sharing Earth Science Information to Support the Global Earth Observing System of Systems (GEOSS). IGARSS (1) (2008)
Jibo Xie, Chaowei Yang, Qunying Huang, Ying Cao, Menas Kafatos
Utilizing Grid Computing to Support Near Real-Time Geospatial Applications. IGARSS (2) (2008)