Yu Takagi
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Renaissance Researcher
(5)
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
functional magnetic resonance imaging
(2)
brain activity
(2)
large language model
(2)
representation learning
(1)
decision making
(1)
component analysis
(1)
cross-lingual transfer
(1)
multimodal learning
(1)
image reconstruction
(1)
semantic representation
(1)
brain-computer interface
(1)
model interpretability
(1)
instruction tuning
(1)
model alignment
(1)
neural population
(1)
layer-wise analysis
(1)
brain regions
(1)
brain encoding
(1)
model training
(1)
supervised fine-tuning
(1)
Papers
How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders
EMNLP 2025
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality
EMNLP 2025
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
EMNLP 2024
High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity
CVPR 2023
Demixed shared component analysis of neural population data from multiple brain areas
NeurIPS 2020