Yu Takagi
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(22)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
EMNLP (3)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
functional magnetic resonance imaging
(2)
brain activity
(2)
large language model
(2)
representation learning
(1)
brain computer interface
(1)
decision making
(1)
component analysis
(1)
cross-lingual transfer
(1)
multimodal learning
(1)
image reconstruction
(1)
multi-modal learning
(1)
semantic representation
(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)
Papers
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality
EMNLP 2025
How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders
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
NIPS 2020