Bayesian Optimization for Crop Genetics with Scalable Probabilistic Models. - Ruhana Azam; Sang T. Truong; Samuel B. Fernandes; Andrew D. B. Leakey; Alexander E. Lipka; Mohammed El-Kebir; Sanmi Koyejo (AABI, 2024)

Multimodal Auto Validation For Self-Refinement in Web Agents. - Ruhana Azam; Tamer Abuelsaad; Aditya Vempaty; Ashish Jagmohan (CoRR, 2024)

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)

Reflection-Based Memory For Web navigation Agents. - Ruhana Azam; Aditya Vempaty; Ashish Jagmohan (CoRR, 2025)