Chu, C. and Shahabi, C. 2026. Geo2Vec: Shape- and Distance-Aware Neural Representation of Geospatial Entities. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 23 (Mar. 2026), 18985–18993. DOI:https://doi.org/10.1609/aaai.v40i23.38970.