TransGCN: Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction. - Ling Cai 002; Bo Yan 003; Gengchen Mai; Krzysztof Janowicz; Rui Zhu 008 (K-CAP, 2019)

Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs. - Gengchen Mai; Krzysztof Janowicz; Bo Yan 003; Rui Zhu 008; Ling Cai 002; Ni Lao (K-CAP, 2019)

Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS Online. - Gengchen Mai; Krzysztof Janowicz; Sathya Prasad; Meilin Shi; Ling Cai 002; Rui Zhu 008; Blake Regalia; Ni Lao (AGILE Conf., 2020)

Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells. - Gengchen Mai; Krzysztof Janowicz; Bo Yan 003; Rui Zhu 008; Ling Cai 002; Ni Lao (ICLR, 2020)

Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting. - Ling Cai 002; Krzysztof Janowicz; Gengchen Mai; Bo Yan 003; Rui Zhu 008 (Trans. GIS, 2020)

SE-KGE : A location-aware Knowledge Graph Embedding model for Geographic Question Answering and Spatial Semantic Lifting. - Gengchen Mai; Krzysztof Janowicz; Ling Cai 002; Rui Zhu 008; Blake Regalia; Bo Yan 003; Meilin Shi; Ni Lao (Trans. GIS, 2020)

Geographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions. - Gengchen Mai; Krzysztof Janowicz; Rui Zhu 008; Ling Cai 002; Ni Lao (AGILE Conf., 2021)

A Socially Aware Huff Model for Destination Choice in Nature-based Tourism. - Meilin Shi; Krzysztof Janowicz; Ling Cai 002; Gengchen Mai; Rui Zhu 008 (AGILE Conf., 2021)

Environmental Observations in Knowledge Graphs. - Rui Zhu 008; Shirly Stephen; Lu Zhou 005; Cogan Shimizu; Ling Cai 002; Gengchen Mai; Krzysztof Janowicz; Pascal Hitzler; Mark Schildhauer (DaMaLOS, 2021)

SOSA-SHACL: Shapes Constraint for the Sensor, Observation, Sample, and Actuator Ontology. - Rui Zhu 008; Cogan Shimizu; Shirly Stephen; Lu Zhou 005; Ling Cai 002; Gengchen Mai; Krzysztof Janowicz; Mark Schildhauer; Pascal Hitzler (IJCKG, 2021)

A Pattern for Features on a Hierarchical Spatial Grid. - Cogan Shimizu; Rui Zhu 008; Gengchen Mai; Colby K. Fisher; Ling Cai 002; Mark Schildhauer; Krzysztof Janowicz; Pascal Hitzler; Lu Zhou 005; Shirly Stephen (IJCKG, 2021)

Providing Humanitarian Relief Support through Knowledge Graphs. - Rui Zhu 008; Ling Cai 002; Gengchen Mai; Cogan Shimizu; Colby K. Fisher; Krzysztof Janowicz; Anna Lopez-Carr; Andrew Schroeder; Mark Schildhauer; Yuanyuan Tian 002; Shirly Stephen; Zilong Liu 003 (K-CAP, 2021)

Time in a Box: Advancing Knowledge Graph Completion with Temporal Scopes. - Ling Cai 002; Krzysztof Janowicz; Bo Yan 003; Rui Zhu 008; Gengchen Mai (K-CAP, 2021)

Narrative Cartography with Knowledge Graphs. - Gengchen Mai; Weiming Huang 001; Ling Cai 002; Rui Zhu 008; Ni Lao (CoRR, 2021)

COVID-Forecast-Graph: An Open Knowledge Graph for Consolidating COVID-19 Forecasts and Economic Indicators via Place and Time. - Rui Zhu 008; Krzysztof Janowicz; Gengchen Mai; Ling Cai 002; Meilin Shi (AGILE Conf., 2022)

Six GIScience Ideas That Must Die. - Krzysztof Janowicz; Rui Zhu 008; Judith Verstegen; Grant McKenzie; Bruno Martins 001; Ling Cai 002 (AGILE Conf., 2022)

Geoparsing: Solved or Biased? An Evaluation of Geographic Biases in Geoparsing. - Zilong Liu 003; Krzysztof Janowicz; Ling Cai 002; Rui Zhu 008; Gengchen Mai; Meilin Shi (AGILE Conf., 2022)

Automatically Discovering Conceptual Neighborhoods Using Machine Learning Methods. - Ling Cai 002; Krzysztof Janowicz; Rui Zhu 008 (COSIT, 2022)

Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence. - Krzysztof Janowicz; Pascal Hitzler; Wenwen Li 002; Dean Rehberger; Mark Schildhauer; Rui Zhu 008; Cogan Shimizu; Colby K. Fisher; Ling Cai 002; Gengchen Mai; Joseph Zalewski; Lu Zhou 005; et al. (AI Mag., 2022)

A review of location encoding for GeoAI: methods and applications. - Gengchen Mai; Krzysztof Janowicz; Yingjie Hu 001; Song Gao 001; Bo Yan 003; Rui Zhu 008; Ling Cai 002; Ni Lao (Int. J. Geogr. Inf. Sci., 2022)

Reasoning over higher-order qualitative spatial relations via spatially explicit neural networks. - Rui Zhu 008; Krzysztof Janowicz; Ling Cai 002; Gengchen Mai (Int. J. Geogr. Inf. Sci., 2022)

Diverse data! Diverse schemata? - Krzysztof Janowicz; Cogan Shimizu; Pascal Hitzler; Gengchen Mai; Shirly Stephen; Rui Zhu 008; Ling Cai 002; Lu Zhou 005; Mark Schildhauer; Zilong Liu 003; Zhangyu Wang; Meilin Shi (Semantic Web, 2022)

Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning. - Gengchen Mai; Yingjie Hu 001; Song Gao 001; Ling Cai 002; Bruno Martins 001; Johannes Scholz; Jing Gao; Krzysztof Janowicz (Trans. GIS, 2022)

The KnowWhereGraph Ontology: A Showcase. - Cogan Shimizu; Shirly Stephen; Rui Zhu 008; Kitty Currier; Mark Schildhauer; Dean Rehberger; Pascal Hitzler; Krzysztof Janowicz; Colby K. Fisher; Mohammad Saeid Mahdavinejad; Antrea Christou; Adrita Barua; et al. (JOWO, 2023)

The Expertise Ontology: Modeling Expertise in the Context of Emergency Management. - Shirly Stephen; Mark Schildhauer; Ling Cai 002; Yuanyuan Tian 002; Kitty Currier; Cogan Shimizu; Krzysztof Janowicz; Pascal Hitzler; Anna Lopez-Carr; Andrew Schroeder; Zilong Liu 003; Rui Zhu 008; et al. (JOWO, 2023)

Here Is Not There: Measuring Entailment-Based Trajectory Similarity for Location-Privacy Protection and Beyond. - Zilong Liu 003; Krzysztof Janowicz; Kitty Currier; Meilin Shi; Jinmeng Rao; Song Gao 001; Ling Cai 002; Anita Graser (CoRR, 2023)

HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning. - Ling Cai 002; Krzysztof Janowicz; Rui Zhu 008; Gengchen Mai; Bo Yan 003; Zhangyu Wang (GeoInformatica, 2023)

Towards general-purpose representation learning of polygonal geometries. - Gengchen Mai; Chiyu Jiang 001; Weiwei Sun; Rui Zhu 008; Yao Xuan; Ling Cai 002; Krzysztof Janowicz; Stefano Ermon; Ni Lao (GeoInformatica, 2023)

The KnowWhereGraph ontology. - Cogan Shimizu; Shirly Stephen; Adrita Barua; Ling Cai 002; Antrea Christou; Kitty Currier; Abhilekha Dalal; Colby K. Fisher; Pascal Hitzler; Krzysztof Janowicz; Wenwen Li 002; Zilong Liu 003; et al. (J. Web Semant., 2025)

The KnowWhereGraph: A Large-Scale Geo-Knowledge Graph for Interdisciplinary Knowledge Discovery and Geo-Enrichment. - Rui Zhu 008; Cogan Shimizu; Shirly Stephen; Colby K. Fisher; Thomas Thelen; Kitty Currier; Krzysztof Janowicz; Pascal Hitzler; Mark Schildhauer; Wenwen Li 002; Dean Rehberger; Adrita Barua; et al. (CoRR, 2025)

GeoFM: how will geo-foundation models reshape spatial data science and GeoAI? - Krzysztof Janowicz; Gengchen Mai; Weiming Huang 001; Rui Zhu 008; Ni Lao; Ling Cai 002 (Int. J. Geogr. Inf. Sci., 2025)