James Y. Zou

Joined

July 2019

Names

James Y. Zou

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Stanford University (stanford.edu)

2016 – 2019

Advisors, Relations & Conflicts

Advisor

Present

Expertise

machine learning

Present

Publications

Cartridges: Lightweight and general-purpose long context representations via self-study
Sabri Eyuboglu, Ryan Saul Ehrlich, Simran Arora, Neel Guha, Dylan Zinsley, Emily Ruoyu Liu, Atri Rudra, James Y. Zou, Azalia Mirhoseini, Christopher Re
- ES-FoMo III Oral
- Readers: Everyone
Mapping the Increasing Use of LLMs in Scientific Papers
Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D Manning, James Y. Zou
- COLM
- Readers: Everyone
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
Weixin Liang, Zachary Izzo, Yaohui Zhang, Haley Lepp, Hancheng Cao, Xuandong Zhao, Lingjiao Chen, Haotian Ye, Sheng Liu, Zhi Huang, Daniel McFarland, James Y. Zou
- ICML 2024 Oral
- Readers: Everyone
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
Sheng Liu, Haotian Ye, Lei Xing, James Y. Zou
- ICML 2024 Poster
- Readers: Everyone
SleepFM: Multi-modal Representation Learning for Sleep across ECG, EEG and Respiratory Signals
Rahul Thapa, Bryan He, Magnus Ruud Kjaer, Hyatt Moore IV, Gauri Ganjoo, Emmanuel Mignot, James Y. Zou
- AAAI 2024 SSS on Clinical FMs
- Readers: Everyone
DataPerf: Benchmarks for Data-Centric AI Development
Mark Mazumder, Colby Banbury, Xiaozhe Yao, Bojan Karlaš, William A Gaviria Rojas, Sudnya Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Will Cukierski, Juan Ciro, Lora Aroyo, Bilge Acun et al. (27 additional authors not shown)
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Protein structure generation via folding diffusion
Kevin Eric Wu, Kevin K Yang, Rianne van den Berg, James Y. Zou, Alex Xijie Lu, Ava P Amini
- 01 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Is Unsupervised Performance Estimation Impossible When Both Covariates and Labels shift?
Lingjiao Chen, Matei Zaharia, James Y. Zou
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- NeurIPS 2022 Workshop DistShift Poster
- Readers: Everyone
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
Lingjiao Chen, Zhihua Jin, Sabri Eyuboglu, Christopher Re, Matei Zaharia, James Y. Zou
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts
Weixin Liang, Xinyu Yang, James Y. Zou
- 04 Jun 2022 (modified: 30 Dec 2025)
- Shift Happens 2022 ContributedTalk
- Readers: Everyone

View all 60 publications

Co-Authors

View all 130 co-authors