Xinyu Guan
Xinyu Guan has 2 papers in our library, in 2025, most of them on Reasoning, Language models & pretraining; often with Li Lyna Zhang, Ning Shang, Yi Zhu.
OpenAlex · ORCID · Wikidata · h-index 4 · 11 works · 61 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 144 times in our library · ⭐ Paper Stars ranking: #7087
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksMathematics · 2 worksApplied Mathematics · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking (2025 · 146 citations)
Most math-reasoning LLMs learn from chain-of-thought data distilled from a stronger teacher such as GPT-4. - rStar2-Agent: Agentic Reasoning Technical Report (2025 · 6 citations)
Long chain-of-thought reasoning helps LLMs on hard math, but models that rely only on internal self-checking often miss subtle mistakes.
Co-authors here
- Li Lyna Zhang ×2
- Ning Shang ×2
- Yi Zhu ×2
- Yifei Liu ×2
- Bingcheng Dong
- Bowen Zhang
- Fan Yang
- Mao Yang
- Xudong Zhou
- Ying Xin
Cited by
Updated
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