| 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, 2020 | 342 | 2020 |
| From itdl to place2vec: Reasoning about place type similarity and relatedness by learning embeddings from augmented spatial contexts B Yan, K Janowicz, G Mai, S Gao Proceedings of the 25th ACM SIGSPATIAL international conference on advances …, 2017 | 219 | 2017 |
| On the opportunities and challenges of foundation models for geoai (vision paper) G Mai, W Huang, J Sun, S Song, D Mishra, N Liu, S Gao, T Liu, G Cong, ... ACM Transactions on Spatial Algorithms and Systems, 2024 | 173* | 2024 |
| 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 ICLR 2020, 2020 | 135 | 2020 |
| Farmland fragmentation due to anthropogenic activity in rapidly developing region S Su, F Luo, G Mai, Y Wang Agricultural Systems 131, 87-93, 2014 | 117 | 2014 |
| Artificial general intelligence (AGI) for education E Latif, G Mai, M Nyaaba, X Wu, N Liu, G Lu, S Li, T Liu, X Zhai arXiv preprint arXiv:2304.12479 1, 2023 | 115* | 2023 |
| 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 |
| Peri-urban vegetated landscape pattern changes in relation to socioeconomic development S Su, Y Wang, F Luo, G Mai, J Pu Ecological Indicators 46, 477-486, 2014 | 103 | 2014 |
| 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 | 94 | 2020 |
| On the prospects of blockchain and distributed ledger technologies for open science and academic publishing K Janowicz, B Regalia, P Hitzler, G Mai, S Delbecque, M Fröhlich, ... Semantic web 9 (5), 545-555, 2018 | 85 | 2018 |
| Quantifying determinants of cash crop expansion and their relative effects using logistic regression modeling and variance partitioning R Xiao, S Su, G Mai, Z Zhang, C Yang International journal of applied earth observation and geoinformation 34 …, 2015 | 85 | 2015 |
| Revolutionizing finance with llms: An overview of applications and insights H Zhao, Z Liu, Z Wu, Y Li, T Yang, P Shu, S Xu, H Dai, L Zhao, G Mai, ... arXiv preprint arXiv:2401.11641, 2024 | 81 | 2024 |
| Towards a foundation model for geospatial artificial intelligence (vision paper) G Mai, C Cundy, K Choi, Y Hu, N Lao, S Ermon Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 79 | 2022 |
| Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages Y Hu, G Mai, C Cundy, K Choi, N Lao, W Liu, G Lakhanpal, RZ Zhou, ... International Journal of Geographical Information Science 37 (11), 2289-2318, 2023 | 74 | 2023 |
| 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 | 67 | 2021 |
| Geollm: Extracting geospatial knowledge from large language models R Manvi, S Khanna, G Mai, M Burke, D Lobell, S Ermon the Twelfth International Conference on Learning Representations (ICLR 2024), 2024 | 64 | 2024 |
| Text2Seg: Zero-shot Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models J Zhang, Z Zhou, G Mai, M Hu, Z Guan, S Li, L Mu Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for …, 2024 | 61* | 2024 |
| Relaxing Unanswerable Geographic Questions Using A Spatially Explicit Knowledge Graph Embedding Model G Mai, B Yan, K Janowicz, R Zhu AGILE 2019, 2019 | 60 | 2019 |
Krzysztof JanowiczProfessor for Geoinformatics; University of Vienna UCSB確認したメール アドレス: univie.ac.at
