| Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting L Cai, K Janowicz, G Mai, B Yan, R Zhu Transactions in GIS 24 (3), 736-755, 2020 | 341 | 2020 |
| A review of location encoding for GeoAI: methods and applications G Mai, K Janowicz, Y Hu, S Gao, B Yan, R Zhu, L Cai, N Lao International Journal of Geographical Information Science 36 (4), 639-673, 2022 | 135 | 2022 |
| Multi-scale representation learning for spatial feature distributions using grid cells G Mai, K Janowicz, B Yan, R Zhu, L Cai, N Lao arXiv preprint arXiv:2003.00824, 2020 | 132 | 2020 |
| Know, Know Where, KnowWhereGraph: A densely connected, cross-domain knowledge graph and geo-enrichment service stack for applications in environmental intelligence K Janowicz, P Hitzler, W Li, D Rehberger, M Schildhauer, R Zhu, ... AI Magazine 43 (1), 30-39, 2022 | 112 | 2022 |
| TransGCN: Coupling transformation assumptions with graph convolutional networks for link prediction L Cai, B Yan, G Mai, K Janowicz, R Zhu Proceedings of the 10th international conference on knowledge capture, 131-138, 2019 | 106 | 2019 |
| SE‐KGE: A location‐aware Knowledge Graph Embedding model for Geographic Question Answering and Spatial Semantic Lifting G Mai, K Janowicz, L Cai, R Zhu, B Regalia, B Yan, M Shi, N Lao Transactions in GIS 24 (3), 623-655, 2020 | 95 | 2020 |
| Integrating spatial and temporal contexts into a factorization model for POI recommendation L Cai, J Xu, J Liu, T Pei International Journal of Geographical Information Science 32 (3), 524-546, 2018 | 74 | 2018 |
| Geographic question answering: challenges, uniqueness, classification, and future directions G Mai, K Janowicz, R Zhu, L Cai, N Lao AGILE: GIScience series 2, 8, 2021 | 66 | 2021 |
| Sensing multiple semantics of urban space from crowdsourcing positioning data L Cai, J Xu, J Liu, T Ma, T Pei, C Zhou Cities 93, 31-42, 2019 | 46 | 2019 |
| Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning. G Mai, Y Hu, S Gao, L Cai, B Martins, J Scholz, J Gao, K Janowicz Trans. GIS 26 (8), 3118-3124, 2022 | 45 | 2022 |
| Towards general-purpose representation learning of polygonal geometries G Mai, C Jiang, W Sun, R Zhu, Y Xuan, L Cai, K Janowicz, S Ermon, ... GeoInformatica 27 (2), 289-340, 2023 | 39 | 2023 |
| Narrative cartography with knowledge graphs G Mai, W Huang, L Cai, R Zhu, N Lao Journal of Geovisualization and Spatial Analysis 6 (1), 4, 2022 | 26 | 2022 |
| Reasoning over higher-order qualitative spatial relations via spatially explicit neural networks R Zhu, K Janowicz, L Cai, G Mai International Journal of Geographical Information Science 36 (11), 2194-2225, 2022 | 25 | 2022 |
| Geoparsing: Solved or biased? an evaluation of geographic biases in geoparsing Z Liu, K Janowicz, L Cai, R Zhu, G Mai, M Shi AGILE: GIScience Series 3, 9, 2022 | 24 | 2022 |
| Contextual graph attention for answering logical queries over incomplete knowledge graphs G Mai, K Janowicz, B Yan, R Zhu, L Cai, N Lao Proceedings of the 10th international conference on knowledge capture, 171-178, 2019 | 21 | 2019 |
| Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks S Jiang, SR Kadhe, Y Zhou, L Cai, N Baracaldo arXiv preprint arXiv:2312.04748, 2023 | 15 | 2023 |
| HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning L Cai, K Janowicz, R Zhu, G Mai, B Yan, Z Wang GeoInformatica 27 (2), 159-197, 2023 | 15 | 2023 |
| Time in a box: advancing knowledge graph completion with temporal scopes L Cai, K Janowicz, B Yan, R Zhu, G Mai Proceedings of the 11th Knowledge Capture Conference, 121-128, 2021 | 14 | 2021 |
| Six GIScience ideas that must die K Janowicz, R Zhu, J Verstegen, G McKenzie, B Martins, L Cai AGILE: GIScience Series 3, 7, 2022 | 13 | 2022 |
| Environmental Observations in Knowledge Graphs. R Zhu, S Stephen, L Zhou, C Shimizu, L Cai, G Mai, K Janowicz, P Hitzler, ... DaMaLOS, 1-11, 2021 | 10 | 2021 |
Krzysztof JanowiczProfessor for Geoinformatics; University of Vienna UCSBAdresse e-mail validée de univie.ac.at