| 2025 | ACL | Large Language Models Are Natural Video Popularity Predictors. | Pratik Kayal, Pascal Mettes, Nima Dehmamy, Minsu Park |
| 2025 | ICML | Understanding Mode Connectivity via Parameter Space Symmetry. | Bo Zhao, Nima Dehmamy, Robin Walters, Rose Yu |
| 2025 | ICML | AtlasD: Automatic Local Symmetry Discovery. | Manu Bhat, Jonghyun Park, Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu |
| 2025 | ICML | Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations. | Jeet Mohapatra, Nima Dehmamy, Csaba Both, Subhro Das, Tommi S. Jaakkola |
| 2024 | ICML | Latent Space Symmetry Discovery. | Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu |
| 2023 | ICLR | Symmetries, Flat Minima, and the Conserved Quantities of Gradient Flow. | Bo Zhao, Iordan Ganev, Robin Walters, Rose Yu, Nima Dehmamy |
| 2023 | ICML | Generative Adversarial Symmetry Discovery. | Jianke Yang, Robin Walters, Nima Dehmamy, Rose Yu |
| 2019 | ICASSP | Direct Estimation of Weights and Efficient Training of Deep Neural Networks without SGD. | Nima Dehmamy, Neda Rohani, Aggelos K. Katsaggelos |