TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. - Reza Hojabr; Kamyar Givaki; Kossar Pourahmadi; Parsa Nooralinejad; Ahmad Khonsari; Dara Rahmati; M. Hassan Najafi (ISCAS, 2020)

A Simple Baseline for Low-Budget Active Learning. - Kossar Pourahmadi; Parsa Nooralinejad; Hamed Pirsiavash (CoRR, 2021)

Sparsity and Heterogeneous Dropout for Continual Learning in the Null Space of Neural Activations. - Ali Abbasi 008; Parsa Nooralinejad; Vladimir Braverman; Hamed Pirsiavash; Soheil Kolouri (CoLLAs, 2022)

PRANC: Pseudo RAndom Networks for Compacting deep models. - Parsa Nooralinejad; Ali Abbasi 008; Soheil Kolouri; Hamed Pirsiavash (CoRR, 2022)

PRANC: Pseudo RAndom Networks for Compacting deep models. - Parsa Nooralinejad; Ali Abbasi 008; Soroush Abbasi Koohpayegani; Kossar Pourahmadi Meibodi; Rana Muhammad Shahroz Khan; Soheil Kolouri; Hamed Pirsiavash (ICCV, 2023)

NOLA: Networks as Linear Combination of Low Rank Random Basis. - Soroush Abbasi Koohpayegani; K. L. Navaneet; Parsa Nooralinejad; Soheil Kolouri; Hamed Pirsiavash (CoRR, 2023)

Multi-Agent Lifelong Implicit Neural Learning. - Soheil Kolouri; Ali Abbasi 008; Soroush Abbasi Koohpayegani; Parsa Nooralinejad; Hamed Pirsiavash (IEEE Signal Process. Lett., 2023)

BrainWash: A Poisoning Attack to Forget in Continual Learning. - Ali Abbasi 008; Parsa Nooralinejad; Hamed Pirsiavash; Soheil Kolouri (CVPR, 2024)

NOLA: Compressing LoRA using Linear Combination of Random Basis. - Soroush Abbasi Koohpayegani; Navaneet K. L.; Parsa Nooralinejad; Soheil Kolouri; Hamed Pirsiavash (ICLR, 2024)

FAT-RABBIT: Fault-Aware Training towards Robustness AgainstBit-flip Based Attacks in Deep Neural Networks. - Hossein Pourmehrani; Javad Bahrami; Parsa Nooralinejad; Hamed Pirsiavash; Naghmeh Karimi (ITC, 2024)

MCNC: Manifold Constrained Network Compression. - Chayne Thrash; Ali Abbasi 008; Parsa Nooralinejad; Soroush Abbasi Koohpayegani; Reed Andreas; Hamed Pirsiavash; Soheil Kolouri (CoRR, 2024)

MCNC: Manifold-Constrained Reparameterization for Neural Compression. - Chayne Thrash; Reed Andreas; Ali Abbasi 008; Parsa Nooralinejad; Soroush Abbasi Koohpayegani; Hamed Pirsiavash; Soheil Kolouri (ICLR, 2025)