Kronecker Decomposition for GPT Compression. - Ali Edalati; Marzieh S. Tahaei; Ahmad Rashid; Vahid Partovi Nia; James J. Clark; Mehdi Rezagholizadeh (ACL (2), 2022)

KronA: Parameter Efficient Tuning with Kronecker Adapter. - Ali Edalati; Marzieh S. Tahaei; Ivan Kobyzev; Vahid Partovi Nia; James J. Clark; Mehdi Rezagholizadeh (CoRR, 2022)

Generalized Kronecker-based Adapters for Parameter-efficient Fine-tuning of Vision Transformers. - Ali Edalati; Marawan Gamal Abdel Hameed; Ali Mosleh 003 (CRV, 2023)

Robustness to distribution shifts of compressed networks for edge devices. - Lulan Shen; Ali Edalati; Brett H. Meyer; Warren J. Gross; James J. Clark (CoRR, 2024)

AdCorDA: Classifier Refinement via Adversarial Correction and Domain Adaptation. - Lulan Shen; Ali Edalati; Brett H. Meyer; Warren J. Gross; James J. Clark (CoRR, 2024)

OAC: Output-adaptive Calibration for Accurate Post-training Quantization. - Ali Edalati; Alireza Ghaffari; Masoud Asgharian; Lu Hou; Boxing Chen; Vahid Partovi Nia (CoRR, 2024)

OAC: Output-adaptive Calibration for Accurate Post-training Quantization. - Ali Edalati; Alireza Ghaffari; Mahsa Ghazvini Nejad; Lu Hou; Boxing Chen; Masoud Asgharian; Vahid Partovi Nia (AAAI, 2025)

Command A: An Enterprise-Ready Large Language Model. - Aakanksha; Arash Ahmadian; Marwan Ahmed; Jay Alammar; Milad Alizadeh; Yazeed Alnumay; Sophia Althammer; Arkady Arkhangorodsky; Viraat Aryabumi; Dennis Aumiller; Raphaël Avalos; Zahara Aviv; et al. (CoRR, 2025)