Yujin Song
3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
COLT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(2)
in-context learning
(1)
nonlinear regression
(1)
gradient descent
(1)
additive model
(1)
single-index model
(1)
low-dimensional function
(1)
pretrained transformer
(1)
two-layer neural network
(1)
transformer model
(1)
statistical query lower bound
(1)
nonlinear function class
(1)
single-index function
(1)
ridge function
(1)
transformer architecture
(1)
gradient descent training
(1)
Papers
Nonlinear transformers can perform inference-time feature learning
ICML 2025
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context
NIPS 2024
Learning sum of diverse features: computational hardness and efficient gradient-based training for ridge combinations
COLT 2024