Biography

Marzieh is a Senior Research Scientist specializing in Generative AI, Large Language Models (LLMs), and Efficient Machine Learning. At Huawei’s Noah’s Ark Lab, she has led projects on dynamic inference surpassing state-of-the-art systems. Her work spans efficient training and inference, parameter-efficient tuning, model compression, knowledge distillation, and speculative decoding, with contributions across LLMs, vision transformers, and pretrained speech models. She has published widely in NeurIPS, ACL, NAACL, AAAI, and EACL, and holds several patents. Marzieh received her Ph.D. in Biomedical Engineering from McGill University, M.Sc. in AI from Sharif University of Technology, Tehran.