--- title: "Xinyu Zhu — author profile and papers — Elamur Research" description: "Xinyu Zhu, Chinese Academy of Medical Sciences & Peking Union Medical College: 2 papers on Elamur Research (2023–2026), h-index 11…" canonical: "https://research.elamur.ai/free/en/authors/xinyu-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xinyu-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xinyu Zhu # Xinyu Zhu Xinyu Zhu has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Junjie Wang](https://md.research.elamur.ai/free/en/authors/junjie-wang/), [Lin Zhang](https://md.research.elamur.ai/free/en/authors/lin-zhang/), [Shangjian Yin](https://md.research.elamur.ai/free/en/authors/shangjian-yin/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5019712204) · [ORCID](https://orcid.org/0000-0002-6457-0542) · [**h-index 11**](https://openalex.org/authors/A5019712204) · [55 works](https://openalex.org/works?filter=author.id:A5019712204) · [427 citations](https://openalex.org/works?filter=author.id:A5019712204&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xinyu-zhu/#papers) · [🔗 Cited 82 times in our library](https://md.research.elamur.ai/free/en/authors/xinyu-zhu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7013](https://md.research.elamur.ai/free/en/paper-stars/page/71/#star-7013) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Xinyu+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xinyu+Zhu) · [dblp](https://dblp.org/search?q=Xinyu+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Xinyu+Zhu) ## Affiliations [🎓**Wenzhou-Kean University** Wenzhou · China 2025–2026 · 3 papers*current*](https://ror.org/05609xa16) · [🎓**Beijing University of Technology** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/beijing-university-of-technology/) · [🎓**Chinese Academy of Medical Sciences & Peking Union Medical College** Beijing · China 2026 · 1 paper*current*](https://ror.org/02drdmm93) · [🎓**Nankai University** Tianjin · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/nankai-university/) · [🏥**Peking Union Medical College Hospital** Beijing · China 2026 · 1 paper*current*](https://ror.org/04jztag35) · [🎓**Zhengzhou University** Zhengzhou · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/zhengzhou-university/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2013–2025 · 16 papers](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🏥**Shanghai First People's Hospital** Shanghai · China 2023–2025 · 7 papers](https://ror.org/04a46mh28) · [🔬**Beijing Institute of Genomics** Beijing · China 2024–2025 · 3 papers](https://ror.org/049gn7z52) · [🏛️**Chinese Academy of Sciences** Beijing · China 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 21 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Applied Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/applied-mathematics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/xinyu-zhu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/xinyu-zhu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Solving Math Word Problems via Cooperative Reasoning induced Language Models](https://md.research.elamur.ai/free/en/papers/zhu-2023-solving-math-word-problems-cooperative/)** *(2023 · 86 citations)* Pre-trained language models often fail on math word problems because they generate text without step-by-step supervision. 2. **[Aligning Large Language Models via Fully Self-Synthetic Data](https://md.research.elamur.ai/free/en/papers/yin-2026-aligning-large-language-models-fully/)** *(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 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Solving Math Word Problems via Cooperative Reasoning induced Language Models](https://md.research.elamur.ai/free/en/papers/zhu-2023-solving-math-word-problems-cooperative/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xinyu Zhu, Junjie Wang, Lin Zhang, et al.*2023 · 86 citations* 2. **[SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam? ↗](https://arxiv.org/abs/2507.05241) arXiv:2507.05241 · no summary yet**Jingyi Chai et al.*2025 · 13 citations* 3. **[Aligning Large Language Models via Fully Self-Synthetic Data](https://md.research.elamur.ai/free/en/papers/yin-2026-aligning-large-language-models-fully/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shangjian Yin, Zhepei Wei, Xinyu Zhu, et al.*2026 · 2 citations* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Junjie Wang](https://md.research.elamur.ai/free/en/authors/junjie-wang/) - [Lin Zhang](https://md.research.elamur.ai/free/en/authors/lin-zhang/) - [Shangjian Yin](https://md.research.elamur.ai/free/en/authors/shangjian-yin/) - [Wei-Lin Chen](https://md.research.elamur.ai/free/en/authors/wei-lin-chen/) - [Yongfeng Huang](https://md.research.elamur.ai/free/en/authors/yongfeng-huang/) - [Yu Meng](https://md.research.elamur.ai/free/en/authors/yu-meng/) - [Yujiu Yang](https://md.research.elamur.ai/free/en/authors/yujiu-yang/) - [Yuxiang Zhang](https://md.research.elamur.ai/free/en/authors/yuxiang-zhang/) - [Zhepei Wei](https://md.research.elamur.ai/free/en/authors/zhepei-wei/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) ## Cited by Papers of our library cite their works 82 times (of the 149,439 papers whose bibliographies we read); [24 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xinyu-zhu/cited-by/). Updated 31 October 2026