Mengyang Li
4 papers · 2022–2026 · 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
(13)
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The Questioner
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
transformer architecture
(1)
hyperparameter optimization
(1)
direct preference optimization
(1)
preference alignment
(1)
data augmentation
(1)
synthetic data generation
(1)
bayesian optimization
(1)
diffusion model
(1)
acquisition function
(1)
deep neural network
(1)
surrogate model
(1)
learning curve
(1)
feature perturbation
(1)
automated machine learning
(1)
task difficulty
(1)
large language model
(1)
learning curve extrapolation
(1)
label perturbation
(1)
logit perturbation
(1)
loss variation
(1)