Ryo Sato
4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
COLING (3)
NIPS (1)
Top co-authors
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)
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)
tokenizer optimization
(1)
Papers
OptiPrune: Effective Pruning Approach for Every Target Sparsity
COLING 2025
Efficient Vocabulary Reduction for Small Language Models
COLING 2025
VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models
COLING 2025
A Gradient Method for Multilevel Optimization
NIPS 2021