| 2025 | AAAI | Spatial Clustering of Citizen Science Data Improves Downstream Species Distribution Models. | Nahian Ahmed, Mark Roth, Tyler A. Hallman, W. Douglas Robinson, Rebecca A. Hutchinson |
| 2025 | AAAI | Data Augmentation Approaches for Satellite Imagery. | Laurel M. Hopkins, Weng-Keen Wong, Hannah Kerner, Fuxin Li, Rebecca A. Hutchinson |
| 2025 | ICASSP | Under-Counted Matrix Completion Without Detection Features. | Tri Nguyen, Shahana Ibrahim, Rebecca A. Hutchinson, Xiao Fu |
| 2023 | ICML | Under-Counted Tensor Completion with Neural Incorporation of Attributes. | Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo |
| 2021 | AAAI | StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling. | Eugene Seo, Rebecca A. Hutchinson, Xiao Fu, Chelsea Li, Tyler A. Hallman, John Kilbride, W. Douglas Robinson |
| 2018 | AAAI | Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback. | Eugene Seo, Rebecca A. Hutchinson |
| 2017 | AAAI | Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise. | Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson |
| 2014 | AAAI | A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists. | Jun Yu, Rebecca A. Hutchinson, Weng-Keen Wong |
| 2011 | AAAI | Incorporating Boosted Regression Trees into Ecological Latent Variable Models. | Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Dietterich |
| 2010 | ICDM | Modeling Experts and Novices in Citizen Science Data for Species Distribution Modeling. | Jun Yu, Weng-Keen Wong, Rebecca A. Hutchinson |
| 2006 | ICML | Hidden process models. | Rebecca A. Hutchinson, Tom M. Mitchell, Indrayana Rustandi |
| 2003 | AMIA | Classifying Instantaneous Cognitive States from fMRI Data. | Tom M. Mitchell, Rebecca A. Hutchinson, Marcel Adam Just, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang |