| 2026 | ACL | Activation Steering for Chain-of-Thought Compression. | Seyedarmin Azizi, Erfan Baghaei Potraghloo, Souvik Kundu, Massoud Pedram |
| 2026 | WACV | From Filters to VLMs: Benchmarking Defogging Methods Through Object Detection and Segmentation Performance. | Ardalan Aryashad, Parsa Razmara, Amin Mahjoub, Seyedarmin Azizi, Mahdi Salmani, Arad Firouzkouhi |
| 2025 | ICCV | MORFI: Mutimodal Zero-Shot Reasoning for Financial Time-Series Inference. | Tina Khezresmaeilzadeh, Parsa Razmara, Mohammad Erfan Sadeghi, Seyedarmin Azizi, Erfan Baghaei Potraghloo |
| 2025 | ICLR | MambaExtend: A Training-Free Approach to Improve Long Context Extension of Mamba. | Seyedarmin Azizi, Souvik Kundu, Mohammad Erfan Sadeghi, Massoud Pedram |
| 2024 | DATE | Automated Optimization of Deep Neural Networks: Dynamic Bit-Width and Layer-Width Selection via Cluster-Based Parzen Estimation. | Seyedarmin Azizi, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram |
| 2024 | ECCV | Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy. | Seyedarmin Azizi, Mahdi Nazemi, Massoud Pedram |
| 2024 | EMNLP | LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation. | Seyedarmin Azizi, Souvik Kundu, Massoud Pedram |
| 2024 | ISLPED | PEANO-ViT: Power-Efficient Approximations of Non-Linearities in Vision Transformers. | Mohammad Erfan Sadeghi, Arash Fayyazi, Seyedarmin Azizi, Massoud Pedram |