| 2024 | ICML | 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 A. McFarland, James Y. Zou |
| 2024 | ICML | In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering. | Sheng Liu, Haotian Ye, Lei Xing, James Y. Zou |
| 2021 | AMIA | Racial Representation Analysis in Dermatology Academic Materials. | Girmaw Abebe Tadesse, Celia Cintas, Roxana Daneshjou, Kush R. Varshney, Peter W. J. Staar, Skyler Speakman, Kenya S. Andrews, Chinyere Agunwa, Justin Jia, Elizabeth E. Bailey, Jules Lipoff, Ginikanwa Onyekaba, Veronica Rotemberg, Ademide Adelekun, James Y. Zou |
| 2019 | AAAI | Interpretation of Neural Networks Is Fragile. | Amirata Ghorbani, Abubakar Abid, James Y. Zou |
| 2019 | AIES | Multiaccuracy: Black-Box Post-Processing for Fairness in Classification. | Michael P. Kim, Amirata Ghorbani, James Y. Zou |
| 2019 | AISTATS | Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees. | Jaime Roquero Gimenez, Amirata Ghorbani, James Y. Zou |
| 2019 | AISTATS | Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization. | Jaime Roquero Gimenez, James Y. Zou |
| 2019 | ICML | Concrete Autoencoders: Differentiable Feature Selection and Reconstruction. | Muhammed Fatih Balin, Abubakar Abid, James Y. Zou |
| 2019 | ICML | Data Shapley: Equitable Valuation of Data for Machine Learning. | Amirata Ghorbani, James Y. Zou |
| 2019 | ICML | Discovering Conditionally Salient Features with Statistical Guarantees. | Jaime Roquero Gimenez, James Y. Zou |
| 2015 | CSCW | Strategic Voting Behavior in Doodle Polls. | James Y. Zou, Reshef Meir, David C. Parkes |
| 2015 | HCOMP | Crowdsourcing Feature Discovery via Adaptively Chosen Comparisons. | James Y. Zou, Kamalika Chaudhuri, Adam Tauman Kalai |
| 2012 | AAAI | Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks. | Swaprava Nath, Pankaj Dayama, Dinesh Garg, Y. Narahari, James Y. Zou |
| 2012 | CiE | A Slime Mold Solver for Linear Programming Problems. | Anders Johannson, James Y. Zou |
| 2010 | AAAI | Tolerable Manipulability in Dynamic Assignment without Money. | James Y. Zou, Sujit Gujar, David C. Parkes |