Yixuan Chen
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Techniques
(3)
Application Areas
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
neural network optimization
(2)
neural tangent kernel
(2)
representation learning
(2)
model architecture
(1)
efficient computing
(1)
computational efficiency
(1)
feature space
(1)
model pruning
(1)
condition number
(1)
disentangled representation
(1)
language model
(1)
long-tail distribution
(1)
long-tail domain knowledge
(1)
domain-specific pretraining
(1)
cluster-guided sparse expert
(1)
overparameterized model
(1)
representation space
(1)
polyak-lojasiewicz condition
(1)
selective update
(1)
domain-specific knowledge
(1)
Papers
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NeurIPS 2024
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition
ICLR 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
NeurIPS 2023
Recursive Disentanglement Network
ICLR 2022