| 2026 | PAKDD | Meta-RL with Shared Representations Enables Fast Adaptation in Energy Systems. | Tho Zangato, Aomar Osmani, Pegah Alizadeh |
| 2024 | ECAI | Enhancing Decision-Making in Energy Management Systems Through Action-Independent Dynamics Learning. | Tho Zangato, Aomar Osmani, Pegah Alizadeh |
| 2023 | IJCAI | Optimization-driven Demand Prediction Framework for Suburban Dynamic Demand-Responsive Transport Systems. | Louis Zigrand, Roberto Wolfler Calvo, Emiliano Traversi, Pegah Alizadeh |
| 2022 | AAAI | Clustering Approach to Solve Hierarchical Classification Problem Complexity. | Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh |
| 2022 | CIKM | Improving Imitation Learning by Merging Experts Trajectories. | Pegah Alizadeh, Aomar Osmani, Sammy Taleb |
| 2022 | IJCNN | How to Learn the Optimal Clique Decompositions in Solving Semidefinite Relaxations for OPF. | Charly Alizadeh, Pegah Alizadeh, Miguel F. Anjos, Lucas Ltocart, Emiliano Traversi |
| 2022 | SAC | Place embedding across cities in location-based social networks. | Christophe Haikal, Pegah Alizadeh, Christophe Rodrigues, Chongke Bi |
| 2021 | PAKDD | Hierarchical Learning of Dependent Concepts for Human Activity Recognition. | Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh |
| 2018 | CICLING | An Experimental Approach for Information Extraction in Multi-party Dialogue Discourse. | Pegah Alizadeh, Peggy Cellier, Thierry Charnois, Bruno Crmilleux, Albrecht Zimmermann |
| 2016 | IJCNN | Advantage based value iteration for Markov decision processes with unknown rewards. | Pegah Alizadeh, Yann Chevaleyre, Franois Lvy |