🧑‍🔬 Dan Hendrycks — all works

28 works · ← Dan Hendrycks

1. Measuring Massive Multitask Language UnderstandingarXiv:2009.03300Dan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 3,620 citations
2. Measuring Mathematical Problem Solving With the MATH DatasetarXiv:2103.03874Dan Hendrycks, Collin Burns, Saurav Kadavath, et al.2021 · 2,395 citations
3. The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetDan Hendrycks et al.2021 · 1,291 citations
4. Natural Adversarial Examples ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDan Hendrycks et al.2019 · 1,121 citations
5. AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2019 · 588 citations
6. Measuring Coding Challenge Competence With APPSarXiv:2105.09938Dan Hendrycks, Steven Basart, Saurav Kadavath, et al.2021 · 457 citations
7. Pretrained Transformers Improve Out-of-Distribution RobustnessAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 452 citations
8. Benchmarking Neural Network Robustness to Common Corruptions and Perturbations ↗arXiv:1903.12261 · no summary yetDan Hendrycks, Thomas Dietterich2019 · 434 citations
9. Aligning AI With Shared Human ValuesarXiv:2008.02275Dan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 395 citations
10. Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2019 · 355 citations
11. HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust RefusalarXiv:2402.04249Mantas Mazeika, Long Phan, Xuwang Yin, et al.2024 · 330 citations
12. CUAD: An Expert-Annotated NLP Dataset for Legal Contract ReviewarXiv:2103.06268Dan Hendrycks, Collin Burns, Anya Chen, et al.2021 · 268 citations
13. Scaling Out-of-Distribution Detection for Real-World Settings ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2019 · 175 citations
14. Unsolved Problems in ML Safety ↗arXiv:2109.13916 · no summary yetDan Hendrycks et al.2021 · 151 citations
15. The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning ↗arXiv:2403.03218 · no summary yetNathaniel Li et al.2024 · 127 citations
16. PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDan Hendrycks et al.2022 · 111 citations
17. Improving Alignment and Robustness with Circuit Breakers ↗arXiv:2406.04313 · no summary yetAndy Zou et al.2024 · 83 citations
18. Testing Robustness Against Unforeseen Adversaries ↗arXiv (Cornell University) · no summary yetKaufmann, Max et al.2019 · 80 citations
19. Identifying and Mitigating the Security Risks of Generative AI ↗Foundations and Trends® in Privacy and Security · no summary yetClark Barrett et al.2023 · 79 citations
20. LLM-PBE: Assessing Data Privacy in Large Language Models ↗Proceedings of the VLDB Endowment · no summary yetQinbin Li et al.2024 · 65 citations
21. MAUD: An Expert-Annotated Legal NLP Dataset for Merger Agreement Understanding ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetSteven Wang et al.2023 · 58 citations
22. Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety ↗arXiv (Cornell University) · no summary yetTomek Korbak et al.2025 · 35 citations
23. What Would Jiminy Cricket Do? Towards Agents That Behave Morally ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2021 · 30 citations
24. Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression ↗arXiv (Cornell University) · no summary yetJunyuan Hong et al.2024 · 23 citations
25. Transfer of Adversarial Robustness Between Perturbation Types ↗arXiv (Cornell University) · no summary yetDaniel D. Kang et al.2019 · 22 citations
26. A Definition of AGI ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2025 · 6 citations
27. MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models ↗arXiv (Cornell University) · no summary yetChejian Xu et al.2025 · 5 citations
28. A Critical Analysis of Distribution Shift ↗no summary yetDan Hendrycks et al.2021

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/dan-hendrycks/works/