Yixuan Chen
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ICLR (2)
NIPS (2)
Top co-authors
Keywords
neural tangent kernel
(2)
domain adaptation
(1)
model architecture
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
language model
(1)
long-tail distribution
(1)
long-tail domain knowledge
(1)
domain-specific pretraining
(1)
cluster-guided sparse expert
(1)
representation space
(1)
over-parameterized model
(1)
selective update
(1)
domain-specific knowledge
(1)
knowledge memorization
(1)
modular training
(1)
sparse expert
(1)
cluster-guided learning
(1)
modular adaptive training
(1)
Papers
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NIPS 2024
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NIPS 2023
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition
ICLR 2023
Recursive Disentanglement Network
ICLR 2022