You-Liang Huang
4 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
model compression
(2)
low-rank decomposition
(1)
singular value decomposition
(1)
memory efficiency
(1)
language model
(1)
zeroth-order optimization
(1)
low-rank adaptation
(1)
parameter efficient fine-tuning
(1)
vision-language model
(1)
sparse activation
(1)
feed-forward network
(1)
parameter efficiency
(1)
language model fine-tuning
(1)
first-order optimizer
(1)
large language model
(1)
neural network
(1)
zeroth-order optimizer
(1)
hybrid optimizer
(1)
soft activation sparsity
(1)
Papers
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression
AAAI 2025
Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning
AAAI 2025
Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation
ICCV 2025
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
ICML 2025