Marzieh S. Tahaei
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
6
Active years
2012–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models. | Benyamin Jamialahmadi, Parsa Kavehzadeh, Mehdi Rezagholizadeh, Parsa Farinneya, Hossein Rajabzadeh, Aref Jafari, Boxing Chen, Marzieh S. Tahaei |
| 2024 | EACL | Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference. | Parsa Kavehzadeh, Mojtaba Valipour, Marzieh S. Tahaei, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh |
| 2024 | EMNLP | QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning. | Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh |
| 2024 | NAACL | Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification. | Marzieh S. Tahaei, Aref Jafari, Ahmad Rashid, David Alfonso-Hermelo, Khalil Bibi, Yimeng Wu, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh |
| 2023 | EACL | Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation. | Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia |
| 2022 | AAAI | Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition. | Marawan Gamal Abdel Hameed, Marzieh S. Tahaei, Ali Mosleh, Vahid Partovi Nia |
| 2022 | ACL | Kronecker Decomposition for GPT Compression. | Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh |
| 2022 | NAACL | KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation. | Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh |
| 2012 | ICDM | Nonlinear Unsupervised Feature Learning: How Local Similarities Lead to Global Coding. | Amirreza Shaban, Hamid R. Rabiee, Marzieh S. Tahaei, Erfan Salavati |