SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning. - Christopher Yeh; Chenlin Meng; Sherrie Wang; Anne Driscoll; Erik Rozi; Patrick Liu; Jihyeon Janel Lee; Marshall Burke; David B. Lobell; Stefano Ermon (NeurIPS Datasets and Benchmarks, 2021)

Stanford MLab at SemEval-2021 Task 8: 48 Hours Is All You Need. - Patrick Liu; Niveditha Iyer; Erik Rozi; Ethan A. Chi (SemEval@ACL/IJCNLP, 2021)

Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings. - Erik Rozi; Niveditha Iyer; Gordon Chi; Enok Choe; Kathy J. Lee; Kevin Liu; Patrick Liu; Zander Lack; Jillian Tang; Ethan A. Chi (SemEval@ACL/IJCNLP, 2021)

Understanding economic development in rural Africa using satellite imagery, building footprints and deep models. - Amna Elmustafa; Erik Rozi; Yutong He; Gengchen Mai; Stefano Ermon; Marshall Burke; David B. Lobell (SIGSPATIAL/GIS, 2022)

SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. - Yezhen Cong; Samar Khanna; Chenlin Meng; Patrick Liu; Erik Rozi; Yutong He; Marshall Burke; David B. Lobell; Stefano Ermon (NeurIPS, 2022)