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Gengchen Mai
Gengchen Mai
Other names买庚辰
Assistant Professor of GIScience and GeoAI, University of Texas at Austin
Verified email at austin.utexas.edu - Homepage
Title
Cited by
Cited by
Year
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
2572020
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
1932017
Farmland fragmentation due to anthropogenic activity in rapidly developing region
S Su, F Luo, G Mai, Y Wang
Agricultural Systems 131, 87-93, 2014
1132014
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
1012020
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
95*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
952022
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
892014
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
822019
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
792018
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
772015
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
762022
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
722020
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
512022
Relaxing Unanswerable Geographic Questions Using A Spatially Explicit Knowledge Graph Embedding Model
G Mai, B Yan, K Janowicz, R Zhu
AGILE 2019, 2019
512019
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
482023
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
452021
A spatially explicit reinforcement learning model for geographic knowledge graph summarization
B Yan, K Janowicz, G Mai, R Zhu
Transactions in GIS 23 (3), 620-640, 2019
442019
Debiasing Knowledge Graphs: Why Female Presidents are not like Female Popes
K Janowicz, B Yan, B Regalia, R Zhu, G Mai
ISWC 2018, 2018
432018
Text2seg: Remote sensing image semantic segmentation via text-guided visual foundation models
J Zhang, Z Zhou, G Mai, L Mu, M Hu, S Li
arXiv preprint arXiv:2304.10597, 2023
362023
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
322022
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