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Percy Liang — most-cited papers & profile · AI for Science
← authors
·
overview
Percy Liang
28
papers ·
6233
citations ·
0
h-index
Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Prefix-tuning: Optimizing Continuous Prompts For Generation
2021 · 5687 citations
CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities
2022 · 293 citations
Certified Defenses For Data Poisoning Attacks
2017 · 83 citations
Llamas Know What Gpts Don't Show: Surrogate Models For Confidence Estimation
2023 · 47 citations
OpenVLA: An Open-Source Vision-Language-Action Model
2024 · 40 citations
s1: Simple test-time scaling
2025 · 39 citations
RedPajama: an Open Dataset for Training Large Language Models
2024 · 18 citations
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
2023 · 1 citations
Self-Verified Distillation: Your Language Model Is Secretly Its Own Synthetic Data Pipeline
2026
VLAW: Iterative Co-Improvement of Vision-Language-Action Policy and World Model
2026
Beat the long tail: Distribution-Aware Speculative Decoding for RL Training
2025
WorldGym: World Model as An Environment for Policy Evaluation
2025
Language Models Prefer What They Know: Relative Confidence Estimation via Confidence Preferences
2025
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering
2025
UQ: Assessing Language Models on Unsolved Questions
2025
Topics
Evaluation
Training Techniques
Fine-Tuning
Efficiency
Safety & Alignment
In-Context Learning
Prompting
Control
Manipulation
Vision-Language