Ryo Sato
4 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
model compression
(2)
neural network pruning
(1)
data poisoning
(1)
domain adaptation
(1)
hyperparameter learning
(1)
continued pretraining
(1)
parameter efficient
(1)
gradient descent
(1)
bilevel optimization
(1)
sparse neural network
(1)
model efficiency
(1)
multi-level optimization
(1)
multilingual language model
(1)
language model efficiency
(1)
small language model
(1)
steepest descent
(1)
multilingual adaptation
(1)
embedding layer
(1)
vocabulary reduction
(1)
vocabulary replacement
(1)
Papers
Efficient Vocabulary Reduction for Small Language Models
COLING 2025
OptiPrune: Effective Pruning Approach for Every Target Sparsity
COLING 2025
VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models
COLING 2025
A Gradient Method for Multilevel Optimization
NeurIPS 2021