Micro-Bench: A Microscopy Benchmark for Vision-Language Understanding. - Alejandro Lozano; Jeffrey J. Nirschl; James Burgess; Sanket Rajan Gupte; Yuhui Zhang; Alyssa Unell; Serena Yeung (NeurIPS, 2024)

Why are Visually-Grounded Language Models Bad at Image Classification? - Yuhui Zhang; Alyssa Unell; Xiaohan Wang; Dhruba Ghosh; Yuchang Su; Ludwig Schmidt; Serena Yeung (NeurIPS, 2024)

Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations. - Rylan Schaeffer; Victor Lecomte; Dhruv Bhandarkar Pai; Andres Carranza; Berivan Isik; Alyssa Unell; Mikail Khona; Thomas E. Yerxa; Yann LeCun; SueYeon Chung; Andrey Gromov; Ravid Shwartz-Ziv; et al. (CoRR, 2024)

μ-Bench: A Vision-Language Benchmark for Microscopy Understanding. - Alejandro Lozano; Jeffrey J. Nirschl; James Burgess; Sanket Rajan Gupte; Yuhui Zhang; Alyssa Unell; Serena Yeung-Levy (CoRR, 2024)

TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records. - Hejie Cui; Alyssa Unell; Bowen Chen; Jason Alan Fries; Emily Alsentzer; Sanmi Koyejo; Nigam Shah (CoRR, 2025)

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks. - Suhana Bedi; Hejie Cui; Miguel Fuentes; Alyssa Unell; Michael Wornow; Juan M. Banda; Nikesh Kotecha; Timothy Keyes; Yifan Mai 001; Mert Oez; Hao Qiu; Shrey Jain; et al. (CoRR, 2025)