Mojtaba Valipour
3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EACL (2)
EMNLP (1)
Top co-authors
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
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference
EACL 2024
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
EMNLP 2024
DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation
EACL 2023