Using the Social Network Internet of Things to Mitigate Public Mass Shootings. - Irena Gao (CIC, 2016)

Fair Matching in Dynamic Kidney Exchange. - Irena Gao (CoRR, 2019)

Effect of Confidence Indicators on Trust in AI-Generated Profiles. - Tommy Bruzzese; Irena Gao; Griffin Dietz; Christina Ding; Alyssa Romanos (CHI Extended Abstracts, 2020)

Parallel Worlds: Repeated Initializations of the Same Team to Improve Team Viability. - Mark E. Whiting; Irena Gao; Michelle Xing; N'godjigui Junior Diarrassouba; Tonya Nguyen; Michael S. Bernstein (Proc. ACM Hum. Comput. Interact., 2020)

WILDS: A Benchmark of in-the-Wild Distribution Shifts. - Pang Wei Koh; Shiori Sagawa; Henrik Marklund; Sang Michael Xie; Marvin Zhang; Akshay Balsubramani; Weihua Hu; Michihiro Yasunaga; Richard Lanas Phillips; Irena Gao; Tony Lee; Etienne David; et al. (ICML, 2021)

Extending the WILDS Benchmark for Unsupervised Adaptation. - Shiori Sagawa; Pang Wei Koh; Tony Lee; Irena Gao; Sang Michael Xie; Kendrick Shen; Ananya Kumar; Weihua Hu; Michihiro Yasunaga; Henrik Marklund; Sara Beery; Etienne David; et al. (ICLR, 2022)

@ CREPE: Can Vision-Language Foundation Models Reason Compositionally? - Zixian Ma; Jerry Hong; Mustafa Omer Gul; Mona Gandhi; Irena Gao; Ranjay Krishna (CVPR, 2023)

Adaptive Testing of Computer Vision Models. - Irena Gao; Gabriel Ilharco; Scott M. Lundberg; Marco Túlio Ribeiro (ICCV, 2023)

Out-of-Domain Robustness via Targeted Augmentations. - Irena Gao; Shiori Sagawa; Pang Wei Koh; Tatsunori Hashimoto; Percy Liang (ICML, 2023)

Are aligned neural networks adversarially aligned? - Nicholas Carlini; Milad Nasr; Christopher A. Choquette-Choo; Matthew Jagielski; Irena Gao; Pang Wei Koh; Daphne Ippolito; Florian Tramèr; Ludwig Schmidt (NeurIPS, 2023)

Are aligned neural networks adversarially aligned? - Nicholas Carlini; Milad Nasr; Christopher A. Choquette-Choo; Matthew Jagielski; Irena Gao; Anas Awadalla; Pang Wei Koh; Daphne Ippolito; Katherine Lee; Florian Tramèr; Ludwig Schmidt (CoRR, 2023)

OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models. - Anas Awadalla; Irena Gao; Josh Gardner 001; Jack Hessel; Yusuf Hanafy; Wanrong Zhu; Kalyani Marathe; Yonatan Bitton; Samir Yitzhak Gadre; Shiori Sagawa; Jenia Jitsev; Simon Kornblith; et al. (CoRR, 2023)

Model Equality Testing: Which Model is this API Serving? - Irena Gao; Percy Liang; Carlos Guestrin (ICLR, 2025)

Red teaming ChatGPT in medicine to yield real-world insights on model behavior. - Crystal T. Chang; Hodan Farah; Haiwen Gui; Shawheen Justin Rezaei; Charbel Bou-Khalil; Ye-Jean Park; Akshay Swaminathan; Jesutofunmi A. Omiye; Akaash Kolluri; Akash Chaurasia; Alejandro Lozano; Alice Heiman; et al. (npj Digit. Medicine, 2025)