Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time. - Huaxiu Yao; Caroline Choi; Bochuan Cao; Yoonho Lee 001; Pang Wei Koh; Chelsea Finn (NeurIPS, 2022)

AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data. - Caroline Choi; Yoonho Lee 001; Annie S. Chen; Allan Zhou; Aditi Raghunathan; Chelsea Finn (CoRR, 2024)

Conservative Prediction via Data-Driven Confidence Minimization. - Caroline Choi; Fahim Tajwar; Yoonho Lee 001; Huaxiu Yao; Ananya Kumar; Chelsea Finn (Trans. Mach. Learn. Res., 2024)

OpenThoughts: Data Recipes for Reasoning Models. - Etash Kumar Guha; Ryan Marten; Sedrick Keh; Negin Raoof; Georgios Smyrnis; Hritik Bansal; Marianna Nezhurina; Jean Mercat; Trung Vu 002; Zayne Sprague; Ashima Suvarna; Benjamin Feuer; et al. (CoRR, 2025)