Kaiyu Yang
Kaiyu Yang has 3 papers in our library, in 2019–2025, most of them on Reasoning, Language models & pretraining, Information retrieval & search; often with Aidan Swope, Alex Gu, Anima Anandkumar.
OpenAlex · h-index 3 · 6 works · 68 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 423 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4668
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksComputational Theory and Mathematics · 3 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workMathematics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 3 worksInformation retrieval & search · 1 workLanguage models & pretraining · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Retrieval-augmented generation · 1 work
Works by year
2020s
2010s
Papers
- LeanDojo: Theorem Proving with Retrieval-Augmented Language Models (2023 · 253 citations)
Research on machine learning for formal theorem proving has been hard to reproduce and build on. Earlier LLM-based provers kept their code and training data private, and some needed thousands of GPU-days of compute. The authors respond with LeanDojo, an open toolkit for the Lean proof assistant. It uses Lean 3 by… - Learning to Prove Theorems via Interacting with Proof Assistants (2019 · 90 citations)
Classical automated theorem provers work in first-order logic and build long, low-level resolution proofs. - Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving (2025 · 84 citations)
Training language models to write machine-checkable proofs is hard because very little mathematics exists in formal form.
All works
- LeanDojo: Theorem Proving with Retrieval-Augmented Language ModelsConference on Neural Information Processing Systems (NeurIPS)Kaiyu Yang, Aidan M. Swope, Alex Gu, et al.2023 · 253 citations
- Learning to Prove Theorems via Interacting with Proof AssistantsarXiv:1905.09381Kaiyu Yang, Jia Deng2019 · 90 citations
- Goedel-Prover: A Frontier Model for Open-Source Automated Theorem ProvingarXiv:2502.07640Yong Lin, Shange Tang, Bohan Lyu, et al.2025 · 84 citations
- Formal Mathematical Reasoning: A New Frontier in AI ↗arXiv:2412.16075 · no summary yetKaiyu Yang et al.2024 · 49 citations
- A Survey on Deep Learning for Theorem Proving ↗arXiv:2404.09939 · no summary yetZhaoyu Li et al.2024 · 46 citations
Co-authors here
- Aidan Swope
- Alex Gu
- Anima Anandkumar
- Bohan Lyu
- Danqi Chen
- Jia Hao Deng
- Jia Li
- Jiayun Wu
- Mengzhou Xia
- Rahul Chalamala
- Ryan Prenger
- Sanjeev Arora
Venues
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/kaiyu-yang/