| 2026 | AAAI | Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models. | Saaduddin Mahmud, Mason Nakamura, Kyle Hollins Wray, Shlomo Zilberstein |
| 2026 | AAAI | Causal Explanations for Sequential Decision Making (Abstract Reprint). | Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein |
| 2025 | AAAI | MAPLE: A Framework for Active Preference Learning Guided by Large Language Models. | Saaduddin Mahmud, Mason Nakamura, Shlomo Zilberstein |
| 2023 | AAAI | REVEALE: Reward Verification and Learning Using Explanations. | Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein |
| 2023 | IJCAI | Explanation-Guided Reward Alignment. | Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein |
| 2023 | IROS | Learning Constraints on Autonomous Behavior from Proactive Feedback. | Connor Basich, Saaduddin Mahmud, Shlomo Zilberstein |
| 2020 | AAAI | A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems. | Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan |
| 2020 | IJCAI | Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. | Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings |