| 2024 | ICLR | A Dynamical View of the Question of Why. | Mehdi Fatemi, Sindhu C. M. Gowda |
| 2024 | ICML | Successor Features for Efficient Multi-Subject Controlled Text Generation. | Meng Cao, Mehdi Fatemi, Jackie C. K. Cheung, Samira Shabanian |
| 2023 | ICLR | Systematic Rectification of Language Models via Dead-end Analysis. | Meng Cao, Mehdi Fatemi, Jackie C. K. Cheung, Samira Shabanian |
| 2022 | ICLR | Orchestrated Value Mapping for Reinforcement Learning. | Mehdi Fatemi, Arash Tavakoli |
| 2021 | ICLR | Learning to Represent Action Values as a Hypergraph on the Action Vertices. | Arash Tavakoli, Mehdi Fatemi, Petar Kormushev |
| 2021 | ICML | Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. | Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee |
| 2019 | ICML | Dead-ends and Secure Exploration in Reinforcement Learning. | Mehdi Fatemi, Shikhar Sharma, Harm van Seijen, Samira Ebrahimi Kahou |
| 2016 | SIGdial | Policy Networks with Two-Stage Training for Dialogue Systems. | Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman |
| 2005 | HIS | New Enhanced Methods for Radial Basis Function Neural Networks in Function Approximation. | Mehdi Fatemi, Mehdi Roopaei, Faridoon Shabaninia |