Percy Liang

Qinghai University — China

Computer Science · Physical Sciences

85h-index42.6kcitations428works17.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Topic Modeling(172), Natural Language Processing Techniques(139), Machine Learning and Algorithms(57), Multimodal Machine Learning Applications(52), Adversarial Robustness in Machine Learning(45)

Publications426 total

The 2025 Foundation Model Transparency Index
arXiv (Cornell University)·2025Open Access
Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing
arXiv (Cornell University)·2025Open Access
Structured Prompting Enables More Robust Evaluation of Language Models
arXiv (Cornell University)·2025Open Access
On the Entropy Calibration of Language Models
arXiv (Cornell University)·2025Open Access
Blackbox Model Provenance via Palimpsestic Membership Inference
arXiv (Cornell University)·2025Open Access
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
arXiv (Cornell University)·2025Open Access
MLE-Smith: Scaling MLE Tasks with Automated Multi-Agent Pipeline
arXiv (Cornell University)·2025Open Access
Research on an Intelligent Mammal Identification Model Based on ResNet50-DL
2025
Pre-training under infinite compute
arXiv (Cornell University)·2025Open Access
Using Large Language Models and Retrieval-Augmented Generation in MRI Protocol Selection: Balancing Accuracy and Privacy
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives
arXiv (Cornell University)·2025Open Access
Reinforcement Learning for Machine Learning Engineering Agents
arXiv (Cornell University)·2025Open Access
Advancing science- and evidence-based AI policy
Science·2025· 4 citedOpen Access
Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success
2025· 10 citedOpen Access
MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
ArXiv.org·2025· 7 citedOpen Access
BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
arXiv (Cornell University)·2025Open Access
Extracting memorized pieces of (copyrighted) books from open-weight language models
arXiv (Cornell University)·2025Open Access
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering
arXiv (Cornell University)·2025Open Access
The Mighty ToRR: A Benchmark for Table Reasoning and Robustness
arXiv (Cornell University)·2025Open Access
Independence Tests for Language Models
arXiv (Cornell University)·2025Open Access
page 1 of 22Next →

Frequent Co-authors

Dan Klein(8), Robin Jia(7), Tatsunori Hashimoto(6), Aditi Raghunathan(5), Pranav Rajpurkar(4), Jonathan Berant(3), Pang Wei Koh(3), He He(3), Michael I. Jordan(3), Jure Leskovec(3), Jacob Steinhardt(3), Jian Zhang(2), Konstantin Lopyrev(2), Xiang Lisa Li(2), Carrie J. Cai(2), Meredith Ringel Morris(2), Michael S. Bernstein(2), Rishi Bommasani(2), John Hewitt(2), Michihiro Yasunaga(2)