| 2025 | ICML | Explaining the role of Intrinsic Dimensionality in Adversarial Training. | Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla |
| 2024 | ICLR | S2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic. | Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla |
| 2023 | ACL | Impact of Adversarial Training on Robustness and Generalizability of Language Models. | Enes Altinisik, Hassan Sajjad, Husrev T. Sencar, Safa Messaoud, Sanjay Chawla |
| 2021 | SIGIR | DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. | Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing |
| 2020 | CVPR | Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? | Safa Messaoud, Maghav Kumar, Alexander G. Schwing |
| 2020 | CVPR | Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? | Safa Messaoud, Maghav Kumar, Alexander G. Schwing |
| 2018 | ECCV | Structural Consistency and Controllability for Diverse Colorization. | Safa Messaoud, David A. Forsyth, Alexander G. Schwing |