| 2026 | AAAI | Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling. | Azza Fadhel, Yassine Chemingui, Minh Hoang, Aryan Deshwal, Trong Nghia Hoang, Jana Doppa |
| 2026 | AAAI | Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design. | Azza Fadhel, Nathaniel W. Zuckschwerdt, Aryan Deshwal, Susmita Bose, Amit Bandyopadhyay, Jana Doppa |
| 2026 | AAAI | Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support. | Chibuike E. Ugwu, Roschelle Fritz, Diane J. Cook, Jana Doppa |
| 2025 | AAAI | Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning. | Yassine Chemingui, Aryan Deshwal, Honghao Wei, Alan Fern, Jana Doppa |
| 2025 | ICML | Direct Prediction Set Minimization via Bilevel Conformal Classifier Training. | Yuanjie Shi, Hooman Shahrokhi, Xuesong Jia, Xiongzhi Chen, Jana Doppa, Yan Yan |
| 2025 | UAI | Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression. | Hooman Shahrokhi, Devjeet Raj Roy, Yan Yan, Venera Arnaoudova, Jana Doppa |
| 2024 | ICML | Learning Surrogates for Offline Black-Box Optimization via Gradient Matching. | Minh Hoang, Azza Fadhel, Aryan Deshwal, Jana Doppa, Trong Nghia Hoang |
| 2024 | ISLPED | HeTraX: Energy Efficient 3D Heterogeneous Manycore Architecture for Transformer Acceleration. | Pratyush Dhingra, Jana Doppa, Partha Pratim Pande |
| 2023 | UAI | Probabilistically robust conformal prediction. | Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones |