--- title: "Qiuying Peng — author profile and papers — Elamur Research" description: "Qiuying Peng: 2 papers on Elamur Research (2024–2025), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/qiuying-peng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/qiuying-peng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Qiuying Peng # Qiuying Peng Qiuying Peng has 2 papers in our library, in 2024–2025, most of them on [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Semantic parsing & meaning representation](https://md.research.elamur.ai/free/en/topics/semantic-parsing/); often with [Jun Wang](https://md.research.elamur.ai/free/en/authors/jun-wang/), [Weiming Lu](https://md.research.elamur.ai/free/en/authors/weiming-lu/), [Wenqi Zhang](https://md.research.elamur.ai/free/en/authors/wenqi-zhang/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5089821278) · [**h-index 5**](https://openalex.org/authors/A5089821278) · [19 works](https://openalex.org/works?filter=author.id:A5089821278) · [79 citations](https://openalex.org/works?filter=author.id:A5089821278&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/qiuying-peng/#papers) · [🔗 Cited 57 times in our library](https://md.research.elamur.ai/free/en/authors/qiuying-peng/cited-by/) · [⭐ Paper Stars ranking: #8094](https://md.research.elamur.ai/free/en/paper-stars/page/81/#star-8094) 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=Qiuying+Peng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qiuying+Peng) · [dblp](https://dblp.org/search?q=Qiuying+Peng) · [ACL Anthology](https://aclanthology.org/search/?q=Qiuying+Peng) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/qiuying-peng/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/qiuying-peng/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives](https://md.research.elamur.ai/free/en/papers/zhang-2024-self-contrast-better-reflection-through/)** *(2024 · 75 citations)* The paper asks why large language models rarely fix their own mistakes when they reflect without outside feedback. 2. **[STaR-SQL: Self-Taught Reasoner for Text-to-SQL](https://md.research.elamur.ai/free/en/papers/he-2025-star-sql-self-taught-reasoner/)** *(2025 · 17 citations)* Text-to-SQL systems built on LLMs often depend on long, rigid prompt pipelines, such as GPT-4-based DIN-SQL. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Jun Wang](https://md.research.elamur.ai/free/en/authors/jun-wang/) ×2 - [Weiming Lu](https://md.research.elamur.ai/free/en/authors/weiming-lu/) ×2 - [Wenqi Zhang](https://md.research.elamur.ai/free/en/authors/wenqi-zhang/) ×2 - [Yongliang Shen](https://md.research.elamur.ai/free/en/authors/yongliang-shen/) ×2 - [Linjuan Wu](https://md.research.elamur.ai/free/en/authors/linjuan-wu/) - [Yueting Zhuang](https://md.research.elamur.ai/free/en/authors/yueting-zhuang/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/), [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ## Cited by Papers of our library cite their works 57 times (of the 149,439 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qiuying-peng/cited-by/). Updated 1 November 2026