--- title: "Xiaoxue Ren — author profile and papers · Reasoning" description: "Xiaoxue Ren, The First Affiliated Hospital, Sun Yat-sen University: 2 papers on Elamur Research (2026), h-index 8 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/xiaoxue-ren/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaoxue-ren/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaoxue Ren # Xiaoxue Ren Xiaoxue Ren has 2 papers in our library, in 2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Jun Gao](https://md.research.elamur.ai/free/en/authors/jun-gao/), [Muyang Ye](https://md.research.elamur.ai/free/en/authors/muyang-ye/), [Ziqiang Cao](https://md.research.elamur.ai/free/en/authors/ziqiang-cao/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5101920944) · [ORCID](https://orcid.org/0000-0003-4303-3999) · [**h-index 8**](https://openalex.org/authors/A5101920944) · [31 works](https://openalex.org/works?filter=author.id:A5101920944) · [427 citations](https://openalex.org/works?filter=author.id:A5101920944&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiaoxue-ren/#papers) · 🔗 Cited 2 times in our library · [⭐ Paper Stars ranking: #11303](https://md.research.elamur.ai/free/en/paper-stars/page/114/#star-11303) 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=Xiaoxue+Ren) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaoxue+Ren) · [dblp](https://dblp.org/search?q=Xiaoxue+Ren) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaoxue+Ren) ## Affiliations [🏥**The First Affiliated Hospital, Sun Yat-sen University** Guangzhou · China 2021–2026 · 2 papers*current*](https://ror.org/037p24858) · [🎓**Zhejiang University** Hangzhou · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2017–2025 · 10 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Shenzhen Institutes of Advanced Technology** Shenzhen · China 2021–2025 · 7 papers](https://md.research.elamur.ai/free/en/labs/shenzhen-institutes-of-advanced-technology/) · [🎓**Jiamusi University** Jiamusi · China 2016–2021 · 3 papers](https://ror.org/01vasff55) · [🔬**Technical Institute of Physics and Chemistry** Beijing · China 2017–2018 · 3 papers](https://ror.org/04akaak77) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 7 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/xiaoxue-ren/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[ExecVerify: White-Box RL with Verifiable Stepwise Rewards for Code Execution Reasoning](https://md.research.elamur.ai/free/en/papers/tang-2026-execverify-white-box-rl-verifiable/)** *(2026 · 1 citation)* Code LLMs, especially small ones, are poor at tracing how a program actually runs. Earlier methods fine-tune on teacher-written explanations, either I/O reasoning chains or verbalized traces. Intermediate steps are never checked, so a model can learn to copy text without understanding execution, and the training data… 2. **[The Bidirectional Process Reward Model](https://md.research.elamur.ai/free/en/papers/zhang-2026-bidirectional-process-reward-model/)** *(2026 · 1 citation)* Most process reward models (PRMs) score each reasoning step using only the question and the steps before it. ## Co-authors here 3 co-authors with a page, the most papers together first. - [Jun Gao](https://md.research.elamur.ai/free/en/authors/jun-gao/) - [Muyang Ye](https://md.research.elamur.ai/free/en/authors/muyang-ye/) - [Ziqiang Cao](https://md.research.elamur.ai/free/en/authors/ziqiang-cao/) ## 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/) ×2 ## Cited by Papers of our library cite their works 2 times (of the 149,439 papers whose bibliographies we read). Updated 31 October 2026