Yingjie Hu

75 papers B 1Journal 45Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Geography According to ChatGPT - How Generative AI Represents and Reasons about Geography.
CoRR
Krzysztof Janowicz, Gengchen Mai, Rui Zhu, Song Gao, Zhangyu Wang, Yingjie Hu, Lauren Bennett
2025 J jnl
GALLOC: a GeoAnnotator for Labeling LOCation descriptions from disaster-related text messages.
Int. J. Geogr. Inf. Sci.
Kai Sun, Yingjie Hu, Kenneth Joseph, Ryan Zhenqi Zhou
2024 J jnl
A five-year milestone: reflections on advances and limitations in GeoAI research.
Ann. GIS
Yingjie Hu, Michael F. Goodchild, A-Xing Zhu, May Yuan, Orhun Aydin, Budhendra Bhaduri, Song Gao, Wenwen Li, Dalton D. Lunga, Shawn D. Newsam
2024 J jnl
Location Reference Recognition from Texts: A Survey and Comparison.
ACM Comput. Surv.
Xuke Hu, Zhiyong Zhou, Hao Li, Yingjie Hu, Fuqiang Gu, Jens Kersten, Hongchao Fan, Friederike Klan
2024 J jnl
On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper).
ACM Trans. Spatial Algorithms Syst.
Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu, Ni Lao
2023 J jnl
Conflating point of interest (POI) data: A systematic review of matching methods.
CoRR
Kai Sun, Yingjie Hu, Yue Ma, Ryan Zhenqi Zhou, Yunqiang Zhu
2023 J jnl
Conflating point of interest (POI) data: A systematic review of matching methods.
Comput. Environ. Urban Syst.
Kai Sun, Yingjie Hu, Yue Ma, Ryan Zhenqi Zhou, Yunqiang Zhu
2023 J jnl
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.
CoRR
Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph
2023 J jnl
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.
Int. J. Geogr. Inf. Sci.
Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph
2023 — conf
Geographic Information Extraction from Texts (GeoExT).
ECIR (3)
Xuke Hu, Yingjie Hu, Bernd Resch, Jens Kersten
2023 J jnl
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence.
CoRR
Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu, Ni Lao
2023 — ed.
Proceedings of the First Workshop on Geographic Information Extraction from Texts (GeoExT 2023) co-located with The 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, April 2nd, 2023.
GeoExT@ECIR
Xuke Hu, Yingjie Hu, Bernd Resch, Jens Kersten, Kristin Stock
2023 J jnl
Special issue on geospatial artificial intelligence.
GeoInformatica
Song Gao, Yingjie Hu, Wenwen Li, Lei Zou
2023 J jnl
TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT.
CoRR
Bing Zhou, Lei Zou, Yingjie Hu, Yi Qiang
2023 J jnl
TopoBERT: a plug and play toponym recognition module harnessing fine-tuned BERT.
Int. J. Digit. Earth
Bing Zhou, Lei Zou, Yingjie Hu, Yi Qiang, Daniel W. Goldberg
2022 J jnl
A review of location encoding for GeoAI: methods and applications.
Int. J. Geogr. Inf. Sci.
Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao, Bo Yan, Rui Zhu, Ling Cai, Ni Lao
2022 J jnl
Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation.
Int. J. Geogr. Inf. Sci.
Yingjie Hu, Zhipeng Gui, Jimin Wang, Muxian Li
2022 J jnl
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research.
CoRR
Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiuhan Lexie Yang, Xueqing Deng
2022 J jnl
Location reference recognition from texts: A survey and comparison.
CoRR
Xuke Hu, Zhiyong Zhou, Hao Li, Yingjie Hu, Fuqiang Gu, Jens Kersten, Hongchao Fan, Friederike Klan
2022 J jnl
Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning.
Trans. GIS
Gengchen Mai, Yingjie Hu, Song Gao, Ling Cai, Bruno Martins, Johannes Scholz, Jing Gao, Krzysztof Janowicz
2022 — conf
Towards a foundation model for geospatial artificial intelligence (vision paper).
SIGSPATIAL/GIS
Gengchen Mai, Chris Cundy, Kristy Choi, Yingjie Hu, Ni Lao, Stefano Ermon
2021 J jnl
A Review of Location Encoding for GeoAI: Methods and Applications.
CoRR
Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao, Bo Yan, Rui Zhu, Ling Cai, Ni Lao
2021 J jnl
Aligning geographic entities from historical maps for building knowledge graphs.
Int. J. Geogr. Inf. Sci.
Kai Sun, Yingjie Hu, Jia Song, Yunqiang Zhu
2021 J jnl
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research.
ACM SIGSPATIAL Special
Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiu-Han Lexie Yang, Xueqing Deng
2021 — ed.
GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, Beijing, China, November 2, 2021
GeoAI@SIGSPATIAL
Dalton D. Lunga, Hsiuhan Lexie Yang, Song Gao, Bruno Martins, Yingjie Hu, Xueqing Deng, Shawn D. Newsam
2021 — conf
How Do People Describe Locations During a Natural Disaster: An Analysis of Tweets from Hurricane Harvey.
GIScience (I)
Yingjie Hu, Jimin Wang
2020 J jnl
Aligning geographic entities from historical maps for building knowledge graphs.
CoRR
Kai Sun, Yingjie Hu, Jia Song, Yunqiang Zhu
2020 J jnl
GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond.
Int. J. Geogr. Inf. Sci.
Krzysztof Janowicz, Song Gao, Grant McKenzie, Yingjie Hu, Budhendra Bhaduri
2020 J jnl
NeuroTPR: A neuro-net toponym recognition model for extracting locations from social media messages.
Trans. GIS
Jimin Wang, Yingjie Hu, Kenneth Joseph
2020 J jnl
Tracking Flooding Phase Transitions and Establishing a Passive Hotline With AI-Enabled Social Media Data.
IEEE Access
Ruoqian Wang, Yingjie Hu, Zikai Zhou, Kevin Yang
2019 J jnl
A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements.
Int. J. Geogr. Inf. Sci.
Yingjie Hu, Huina Mao, Grant McKenzie
2019 J jnl
Artificial Intelligence Approaches.
CoRR
Yingjie Hu, Wenwen Li, Dawn J. Wright, Orhun Aydin, Daniel Wilson, Omar Maher, Mansour Raad
2019 J jnl
Enhancing spatial and textual analysis with EUPEG: An extensible and unified platform for evaluating geoparsers.
Trans. GIS
Jimin Wang, Yingjie Hu
2019 J jnl
GeoAI 2019 workshop report: The 3nd ACM SIGSPATIAL International Workshop on GeoAI: AI for Geographic Knowledge Discovery: Seattle, WA, USA - November 5, 2019.
ACM SIGSPATIAL Special
Song Gao, Shawn D. Newsam, Liang Zhao, Dalton D. Lunga, Yingjie Hu, Bruno Martins, Xun Zhou, Feng Chen
2019 J jnl
GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions.
ACM SIGSPATIAL Special
Yingjie Hu, Song Gao, Dalton D. Lunga, Wenwen Li, Shawn D. Newsam, Budhendra Bhaduri
2019 — ed.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2019, Chicago, IL, USA, November 5, 2019.
GeoAI@SIGSPATIAL
Song Gao, Shawn D. Newsam, Liang Zhao, Dalton D. Lunga, Yingjie Hu, Bruno Martins, Xun Zhou, Feng Chen
2018 J jnl
A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements.
CoRR
Yingjie Hu, Huina Mao, Grant McKenzie
2018 J jnl
ADCN: An anisotropic density-based clustering algorithm for discovering spatial point patterns with noise.
Trans. GIS
Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao
2018 — conf
An Empirical Study on the Names of Points of Interest and Their Changes with Geographic Distance.
GIScience
Yingjie Hu, Krzysztof Janowicz
2018 J jnl
An empirical study on the names of points of interest and their changes with geographic distance.
CoRR
Yingjie Hu, Krzysztof Janowicz
2018 J jnl
GeoAI 2018 workshop report the 2nd ACM SIGSPATIAL international workshop on GeoAI: AI for geographic knowledge discovery seattle, WA, USA - November 6, 2018.
ACM SIGSPATIAL Special
Yingjie Hu, Song Gao, Shawn D. Newsam, Dalton D. Lunga
2018 J jnl
Identifying Urban Neighborhood Names through User-Contributed Online Property Listings.
ISPRS Int. J. Geo Inf.
Grant McKenzie, Zheng Liu, Yingjie Hu, Myeong Lee
2018 — ed.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAIi@SIGSPATIAL 2018, Seattle, WA, USA, November 6, 2018
GeoAI@SIGSPATIAL
Yingjie Hu, Song Gao, Shawn D. Newsam, Dalton D. Lunga
2017 J jnl
A data-synthesis-driven method for detecting and extracting vague cognitive regions.
Int. J. Geogr. Inf. Sci.
Song Gao, Krzysztof Janowicz, Daniel R. Montello, Yingjie Hu, Jiue-An Yang, Grant McKenzie, Yiting Ju, Li Gong, Benjamin Adams, Bo Yan
2017 J jnl
GeoAI 2017 workshop report: the 1st ACM SIGSPATIAL International Workshop on GeoAI: @AI and Deep Learning for Geographic Knowledge Discovery: Redondo Beach, CA, USA - November 7, 2016.
ACM SIGSPATIAL Special
Huina Mao, Yingjie Hu, Bandana Kar, Song Gao, Grant McKenzie
2017 — ed.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017, Redondo Beach, CA, USA, November 7-10, 2017
GeoAI@SIGSPATIAL
Huina Mao, Yingjie Hu, Bandana Kar, Song Gao, Grant McKenzie
2017 J jnl
Spatial Data Infrastructures.
CoRR
Yingjie Hu, Wenwen Li
2016 — conf
A Linked Data Driven Visual Interface for the Multi-perspective Exploration of Data Across Repositories.
VOILA@ISWC
Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Grant McKenzie
2016 — conf
ADCN: an anisotropic density-based clustering algorithm.
SIGSPATIAL/GIS
Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao
2016 — conf
Moon Landing or Safari? A Study of Systematic Errors and Their Causes in Geographic Linked Data.
GIScience
Krzysztof Janowicz, Yingjie Hu, Grant McKenzie, Song Gao, Blake Regalia, Gengchen Mai, Rui Zhu, Benjamin Adams, Kerry L. Taylor
2016 J jnl
Spatial signatures for geographic feature types: examining gazetteer ontologies using spatial statistics.
Trans. GIS
Rui Zhu, Yingjie Hu, Krzysztof Janowicz, Grant McKenzie
2016 J jnl
Task-oriented information value measurement based on space-time prisms.
Int. J. Geogr. Inf. Sci.
Yingjie Hu, Krzysztof Janowicz, Yuqi Chen
2016 — ch.
The Semantic Trajectory Pattern.
Ontology Engineering with Ontology Design Patterns
Yingjie Hu, Krzysztof Janowicz
2016 B conf
Things and Strings: Improving Place Name Disambiguation from Short Texts by Combining Entity Co-Occurrence with Topic Modeling.
EKAW
Yiting Ju, Benjamin Adams, Krzysztof Janowicz, Yingjie Hu, Bo Yan, Grant McKenzie
2015 — conf
A Minimal Ontology Pattern for Life Cycle Assessment Data.
WOP
Krzysztof Janowicz, Adila Krisnadhi, Yingjie Hu, Sangwon Suh, Bo Pedersen Weidema, Beatriz Rivela, Johan Tivander, David E. Meyer, Gary Berg-Cross, Pascal Hitzler, Wesley Ingwersen, Brandon Kuczenski, Charles Vardeman, Yiting Ju, Michelle Cheatham
2015 J jnl
A multistage collaborative 3D GIS to support public participation.
Int. J. Digit. Earth
Yingjie Hu, Zhenhua Lv, Jianping Wu, Krzysztof Janowicz, Xizhi Zhao, Bailang Yu
2015 — conf
An Ontology For Specifying Spatiotemporal Scopes in Life Cycle Assessment.
Diversity++@ISWC
Bo Yan, Yingjie Hu, Brandon Kuczenski, Krzysztof Janowicz, Andrea Ballatore, Adila Alfa Krisnadhi, Yiting Ju, Pascal Hitzler, Sangwon Suh, Wesley Ingwersen
2015 — conf
Enabling Semantic Search and Knowledge Discovery for ArcGIS Online: A Linked-Data-Driven Approach.
AGILE Conf.
Yingjie Hu, Krzysztof Janowicz, Sathya Prasad, Song Gao
2015 J jnl
Extracting and understanding urban areas of interest using geotagged photos.
Comput. Environ. Urban Syst.
Yingjie Hu, Song Gao, Krzysztof Janowicz, Bailang Yu, Wenwen Li, Sathya Prasad
2015 J jnl
Metadata Topic Harmonization and Semantic Search for Linked-Data-Driven Geoportals: A Case Study Using ArcGIS Online.
Trans. GIS
Yingjie Hu, Krzysztof Janowicz, Sathya Prasad, Song Gao
2015 J jnl
POI Pulse: A Multi-granular, Semantic Signature-Based Information Observatory for the Interactive Visualization of Big Geosocial Data.
Cartogr. Int. J. Geogr. Inf. Geovisualization
Grant McKenzie, Krzysztof Janowicz, Song Gao, Jiue-An Yang, Yingjie Hu
2015 — conf
Prioritizing road network connectivity information for disaster response.
EM-GIS
Yingjie Hu, Krzysztof Janowicz
2015 — conf
R2R+BCO-DMO - Linked Oceanographic Datasets.
Diversity++@ISWC
Adila Krisnadhi, Robert A. Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, Pascal Hitzler, Yingjie Hu, Krzysztof Janowicz, Peng Ji, Nazifa Karima, Adam Shepherd, Peter H. Wiebe
2015 — conf
The GeoLink Framework for Pattern-based Linked Data Integration.
ISWC (Posters & Demos)
Adila Alfa Krisnadhi, Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Robert A. Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, Douglas Fils, Tim Finin, Peng Ji, Matthew B. Jones, Nazifa Karima, Kerstin A. Lehnert, Audrey Mickle, Tom Narock, Margaret O'brien, Lisa Raymond, Adam Shepherd, Mark Schildhauer, Peter H. Wiebe
2015 — conf
The GeoLink Modular Oceanography Ontology.
ISWC (2)
Adila Krisnadhi, Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Robert A. Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, Douglas Fils, Timothy W. Finin, Peng Ji, Matthew B. Jones, Nazifa Karima, Kerstin A. Lehnert, Audrey Mickle, Thomas W. Narock, Margaret O'brien, Lisa Raymond, Adam Shepherd, Mark Schildhauer, Peter H. Wiebe
2015 — conf
The Semantic Web Journal as Linked Data.
ISWC (Posters & Demos)
Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Kunal Sengupta
2014 — conf
A Linked-Data-Driven Web Portal for Learning Analytics: Data Enrichment, Interactive Visualization, and Knowledge Discovery.
LAK Workshops
Yingjie Hu, Grant McKenzie, Jiue-An Yang, Song Gao, Amin Abdalla, Krzysztof Janowicz
2014 — conf
An Ontology Design Pattern for Activity Reasoning.
WOP
Amin Abdalla, Yingjie Hu, David Carral, Naicong Li, Krzysztof Janowicz
2014 — conf
Improving wikipedia-based place name disambiguation in short texts using structured data from DBpedia.
GIR
Yingjie Hu, Krzysztof Janowicz, Sathya Prasad
2013 — conf
A Geo-ontology Design Pattern for Semantic Trajectories.
COSIT
Yingjie Hu, Krzysztof Janowicz, David Carral, Simon Scheider, Werner Kuhn, Gary Berg-Cross, Pascal Hitzler, Mike Dean, Dave Kolas
2013 — conf
A Linked-Data-Driven and Semantically-Enabled Journal Portal for Scientometrics.
ISWC (2)
Yingjie Hu, Krzysztof Janowicz, Grant McKenzie, Kunal Sengupta, Pascal Hitzler
2013 J jnl
A Multi-stage Collaborative 3D GIS to Support Public Participation.
CoRR
Yingjie Hu, Zhenhua Lv, Jianping Wu, Krzysztof Janowicz, Xizhi Zhao, Bailang Yu
2013 — conf
A spatiotemporal scientometrics framework for exploring the citation impact of publications and scientists.
SIGSPATIAL/GIS
Song Gao, Yingjie Hu, Krzysztof Janowicz, Grant McKenzie
2013 — conf
Linked Scientometrics: Designing Interactive Scientometrics with Linked Data and Semantic Web Reasoning.
ISWC (Posters & Demos)
Grant McKenzie, Krzysztof Janowicz, Yingjie Hu, Kunal Sengupta, Pascal Hitzler
2012 — conf
Improving personal information management by integrating activities in the physical world with the semantic desktop.
SIGSPATIAL/GIS
Yingjie Hu, Krzysztof Janowicz