Mojtaba Valipour
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
neural network optimization
(2)
parameter-efficient fine-tuning
(2)
large language model
(2)
low-rank adaptation
(2)
rank optimization
(1)
pre-trained model
(1)
dynamic inference
(1)
intermediate layer
(1)
model compression
(1)
dynamic rank
(1)
model quantization
(1)
matrix factorization
(1)
efficient computing
(1)
Papers
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
EMNLP 2024
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference
EACL 2024
DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation
EACL 2023