Marzieh S. Tahaei
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
model compression
(3)
knowledge distillation
(2)
neural network optimization
(2)
computational efficiency
(1)
tensor decomposition
(1)
deep learning training
(1)
early exit
(1)
kronecker product
(1)
convolutional neural network
(1)
language model
(1)
pre-trained model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
dynamic inference
(1)
backward propagation
(1)
quantized fine-tuning
(1)
generative language model
(1)
integer arithmetic
(1)
large language model
(1)
integer propagation
(1)
Papers
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models
EMNLP 2025
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
EMNLP 2024
Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation
EACL 2023
Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition
AAAI 2022
Is Integer Arithmetic Enough for Deep Learning Training?
NeurIPS 2022