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Audrey Huang — most-cited papers & profile · Large Language Models
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overview
Audrey Huang
6
papers ·
14
citations ·
10
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum
2026
The Coverage Principle: How Pre-Training Enables Post-Training
2025
Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment
2025
Correcting the Mythos of KL-Regularization: Direct Alignment without Overoptimization via Chi-Squared Preference Optimization
2024
Self-Improvement in Language Models: The Sharpening Mechanism
2024
Top co-authors
Dylan J. Foster
· 5
Akshay Krishnamurthy
· 4
Adam Block
· 3
Jordan T. Ash
· 2
and Akshay Krishnamurthy
· 1
Cyril Zhang
· 1
Dhruv Rohatgi
· 1
Fan Chen
· 1
Jason D. Lee
· 1
Max Simchowitz
· 1
Miro Dudik
· 1
Nan Jiang
· 1
Topics
cs.LG
stat.ML
cs.AI
cs.CL
math.ST
stat.TH
Reinforcement Learning
RAG
Safety & Alignment
Training Techniques