Yubin Shi
5 papers · 2022–2025 · 3 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
(20)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(3)
Models
(3)
Techniques
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Architectures
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
neural network optimization
(2)
neural tangent kernel
(2)
representation learning
(2)
variational inference
(1)
domain adaptation
(1)
model architecture
(1)
efficient computing
(1)
computational efficiency
(1)
feature space
(1)
model pruning
(1)
condition number
(1)
disentangled representation
(1)
language model
(1)
low-rank adaptation
(1)
long-tail distribution
(1)
low-bit quantization
(1)
long-tail domain knowledge
(1)
domain-specific pretraining
(1)
cluster-guided sparse expert
(1)
overparameterized model
(1)
Papers
ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization
AAAI 2025
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