| 2026 | AAAI | Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling. | Sujay Nair, Evan Austen Coleman, Sherrie Wang, Elsa Olivetti |
| 2024 | AAAI | Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types. | Jordi Laguarta Soler, Thomas Friedel, Sherrie Wang |
| 2024 | CVPR | Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data. | Chenhui Zhang, Sherrie Wang |
| 2022 | IGARSS | Humans are Poor Few-Shot Classifiers for Sentinel-2 Land Cover. | Marc Ruwurm, Sherrie Wang, Devis Tuia |
| 2020 | CVPR | Meta-Learning for Few-Shot Land Cover Classification. | Marc Ruwurm, Sherrie Wang, Marco Krner, David B. Lobell |
| 2020 | IGARSS | Landsat-Based Reconstruction of Corn and Soybean Yield Histories in the United States Since 1999. | David B. Lobell, Walter T. Dado, Jillian M. Deines, Stefania Di Tommaso, Sherrie Wang |
| 2019 | AAAI | Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data. | Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon |