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Stefano Ermon — most-cited papers & profile · Large Language Models
← authors
·
overview
Stefano Ermon
72
papers ·
2577
citations ·
19
h-index
Palo Alto University · Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adaptive Inference-time Compute: Llms Can Predict If They Can Do Better, Even Mid-generation
2024 · 55 citations
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
2023 · 5 citations
Evaluation-driven Scaling for Scientific Discovery
2026
FSPO: Few-Shot Preference Optimization of Synthetic Preference Data in LLMs Elicits Effective Personalization to Real Users
2025
Diffusion Model Alignment Using Direct Preference Optimization
2023
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
2024
Top co-authors
Anikait Singh
· 2
Caiyin Yang
· 2
Chang Su
· 2
Chong Gao
· 2
Dachao Ding
· 2
Di He
· 2
Guangrong He
· 2
Haotian Ye
· 2
Haowei Lin
· 2
James Zou
· 2
Jianzhu Ma
· 2
Jingyi Tang
· 2
Topics
Evaluation
Fine-Tuning
Efficiency
Reinforcement Learning
In-Context Learning
Code
Model Architecture
Vision-Language
Safety & Alignment
Training Techniques