OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations. - Anirudh Joshi; Sabri Eyuboglu; Shih-Cheng Huang; Jared Dunnmon; Arjun Soin; Guido A. Davidzon; Akshay Chaudhari; Matthew P. Lungren (CoRR, 2021)

ViLMedic: a framework for research at the intersection of vision and language in medical AI. - Jean-Benoit Delbrouck; Khaled Saab 002; Maya Varma; Sabri Eyuboglu; Pierre J. Chambon; Jared Dunnmon; Juan Zambrano; Akshay Chaudhari; Curtis P. Langlotz (ACL (demo), 2022)

dcbench: a benchmark for data-centric AI systems. - Sabri Eyuboglu; Bojan Karlas; Christopher Ré; Ce Zhang 001; James Zou 001 (DEEM@SIGMOD, 2022)

Domino: Discovering Systematic Errors with Cross-Modal Embeddings. - Sabri Eyuboglu; Maya Varma; Khaled Kamal Saab; Jean-Benoit Delbrouck; Christopher Lee-Messer; Jared Dunnmon; James Zou 001; Christopher Ré (ICLR, 2022)

HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions. - Lingjiao Chen; Zhihua Jin; Sabri Eyuboglu; Christopher Ré; Matei Zaharia; James Y. Zou (NeurIPS, 2022)

DataPerf: Benchmarks for Data-Centric AI Development. - Mark Mazumder; Colby R. Banbury; Xiaozhe Yao; Bojan Karlas; William Gaviria Rojas; Sudnya Frederick Diamos; Greg Diamos; Lynn He; Douwe Kiela; David Jurado; David Kanter; Rafael Mosquera; et al. (CoRR, 2022)

HAPI Explorer: Comprehension, Discovery, and Explanation on History of ML APIs. - Lingjiao Chen; Zhihua Jin; Sabri Eyuboglu; Huamin Qu; Christopher Ré; Matei Zaharia; James Zou 001 (AAAI, 2023)

Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture. - Daniel Y. Fu; Simran Arora; Jessica Grogan; Isys Johnson; Evan Sabri Eyuboglu; Armin W. Thomas; Benjamin Spector; Michael Poli; Atri Rudra; Christopher Ré (NeurIPS, 2023)

DataPerf: Benchmarks for Data-Centric AI Development. - Mark Mazumder; Colby R. Banbury; Xiaozhe Yao; Bojan Karlas; William Gaviria Rojas; Sudnya Frederick Diamos; Greg Diamos; Lynn He; Alicia Parrish; Hannah Rose Kirk; Jessica Quaye; Charvi Rastogi; et al. (NeurIPS, 2023)

Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes. - Simran Arora; Brandon Yang; Sabri Eyuboglu; Avanika Narayan; Andrew Hojel; Immanuel Trummer; Christopher Ré (Proc. VLDB Endow., 2023)

Model ChangeLists: Characterizing Updates to ML Models. - Sabri Eyuboglu; Karan Goel; Arjun Desai; Lingjiao Chen; Mathew Monfort; Christopher Ré; James Zou 001 (FAccT, 2024)

Zoology: Measuring and Improving Recall in Efficient Language Models. - Simran Arora; Sabri Eyuboglu; Aman Timalsina; Isys Johnson; Michael Poli; James Zou 001; Atri Rudra; Christopher Ré (ICLR, 2024)

Simple linear attention language models balance the recall-throughput tradeoff. - Simran Arora; Sabri Eyuboglu; Michael Zhang; Aman Timalsina; Silas Alberti; James Zou 001; Atri Rudra; Christopher Ré (ICML, 2024)

Simple linear attention language models balance the recall-throughput tradeoff. - Simran Arora; Sabri Eyuboglu; Michael Zhang; Aman Timalsina; Silas Alberti; Dylan Zinsley; James Zou 001; Atri Rudra; Christopher Ré (CoRR, 2024)

Just read twice: closing the recall gap for recurrent language models. - Simran Arora; Aman Timalsina; Aaryan Singhal; Benjamin Spector; Sabri Eyuboglu; Xinyi Zhao; Ashish Rao; Atri Rudra; Christopher Ré (CoRR, 2024)

Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters. - Roberto Garcia; Jerry Weihong Liu; Daniel Sorvisto; Sabri Eyuboglu (ICLR, 2025)

Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models. - Avanika Narayan; Dan Biderman; Sabri Eyuboglu; Avner May; Scott W. Linderman; James Zou 001; Christopher Ré (CoRR, 2025)

Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters. - Roberto Garcia; Jerry Liu; Daniel Sorvisto; Sabri Eyuboglu (CoRR, 2025)

Cartridges: Lightweight and general-purpose long context representations via self-study. - Sabri Eyuboglu; Ryan Ehrlich; Simran Arora; Neel Guha; Dylan Zinsley; Emily Liu; Will Tennien; Atri Rudra; James Zou 001; Azalia Mirhoseini; Christopher Ré (CoRR, 2025)