Xinyu Zhu
Xinyu Zhu has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Reasoning; often with Junjie Wang, Lin Zhang, Shangjian Yin.
OpenAlex · ORCID · h-index 11 · 55 works · 427 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 82 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7013
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksApplied Mathematics · 1 workMathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- Solving Math Word Problems via Cooperative Reasoning induced Language Models (2023 · 86 citations)
Pre-trained language models often fail on math word problems because they generate text without step-by-step supervision. - Aligning Large Language Models via Fully Self-Synthetic Data (2026 · 2 citations)
Preference alignment of LLMs usually depends on costly inputs: human annotations, or AI feedback from proprietary models such as GPT-4 or separately trained reward models.
All works
- Solving Math Word Problems via Cooperative Reasoning induced Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Zhu, Junjie Wang, Lin Zhang, et al.2023 · 86 citations
- SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam? ↗arXiv:2507.05241 · no summary yetJingyi Chai et al.2025 · 13 citations
- Aligning Large Language Models via Fully Self-Synthetic DataAnnual Meeting of the Association for Computational Linguistics (ACL)Shangjian Yin, Zhepei Wei, Xinyu Zhu, et al.2026 · 2 citations
Co-authors here
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