Chengrun Yang
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Mathematics & Optimization
(3)
Core AI
(3)
Optimization
(3)
Optimization & Theory
(3)
Learning Types · Machine Learning
(2)
Mathematics
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(2)
convex optimization
(1)
fact verification
(1)
factuality evaluation
(1)
language model evaluation
(1)
neural architecture search
(1)
linear regression
(1)
matrix completion
(1)
tensor completion
(1)
linear convergence
(1)
traveling salesman problem
(1)
memory optimization
(1)
tabular data
(1)
prompt optimization
(1)
long-form factuality
(1)
search-augmented evaluation
(1)
automated evaluation
(1)
low-precision training
(1)
frank-wolfe algorithm
(1)
rejection sampling
(1)
Papers
Large Language Models as Optimizers
ICLR 2024
Long-form factuality in large language models
NeurIPS 2024
How Low Can We Go: Trading Memory for Error in Low-Precision Training
ICLR 2022
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
NeurIPS 2022
TenIPS: Inverse Propensity Sampling for Tensor Completion
AISTATS 2021
Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence
ICML 2020