--- title: "Xiaowen Ma — author profile and papers — Elamur Research" description: "Xiaowen Ma, Tianjin Medical University General Hospital: 2 papers on Elamur Research (2026), h-index 5 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/xiaowen-ma/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaowen-ma/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaowen Ma # Xiaowen Ma Xiaowen Ma has 2 papers in our library, in 2026; often with [Hinrich Schuetze](https://md.research.elamur.ai/free/en/authors/hinrich-schuetze/), [Jinhe Bi](https://md.research.elamur.ai/free/en/authors/jinhe-bi/), [Sikuan Yan](https://md.research.elamur.ai/free/en/authors/sikuan-yan/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5036285494) · [ORCID](https://orcid.org/0009-0004-0749-3060) · [**h-index 5**](https://openalex.org/authors/A5036285494) · [24 works](https://openalex.org/works?filter=author.id:A5036285494) · [546 citations](https://openalex.org/works?filter=author.id:A5036285494&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiaowen-ma/#papers) · [🔗 Cited 42 times in our library](https://md.research.elamur.ai/free/en/authors/xiaowen-ma/cited-by/) · [⭐ Paper Stars ranking: #7758](https://md.research.elamur.ai/free/en/paper-stars/page/78/#star-7758) 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=Xiaowen+Ma) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaowen+Ma) · [dblp](https://dblp.org/search?q=Xiaowen+Ma) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaowen+Ma) ## Affiliations [🎓**Tianjin Medical University** Tianjin · China 2022–2026 · 2 papers*current*](https://ror.org/02mh8wx89) · [🏥**Tianjin Medical University General Hospital** Tianjin · China 2022–2026 · 2 papers*current*](https://ror.org/003sav965) · [🎓**Northwestern Polytechnical University** Xi'an · China 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/northwestern-polytechnical-university/) · [🎓**Capital Medical University** Beijing · China 2022–2023 · 2 papers](https://ror.org/013xs5b60) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 9 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 4 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/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/xiaowen-ma/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yan-2026-memory-r1-enhancing-large-language/)** *(2026 · 49 citations)* LLMs lose information that falls outside their context window. Systems that add an external memory bank usually depend on fixed heuristics or prompted LLMs to choose what to store and retrieve, and nothing in that choice is trained against answer correctness. Memory-R1 addresses this with reinforcement learning… 2. **[Self-Evolving Multi-Agent Systems via Textual Backpropagation](https://md.research.elamur.ai/free/en/papers/ma-2026-self-evolving-multi-agent-systems/)** *(2026 · 3 citations)* Building multi-agent LLM systems usually means hand-crafting prompts, roles and topologies by trial and error. ## Co-authors here 10 co-authors with a page, the most papers together first. - [Hinrich Schuetze](https://md.research.elamur.ai/free/en/authors/hinrich-schuetze/) ×2 - [Jinhe Bi](https://md.research.elamur.ai/free/en/authors/jinhe-bi/) ×2 - [Sikuan Yan](https://md.research.elamur.ai/free/en/authors/sikuan-yan/) ×2 - [Volker Tresp](https://md.research.elamur.ai/free/en/authors/volker-tresp/) ×2 - [Ercong Nie](https://md.research.elamur.ai/free/en/authors/ercong-nie/) - [Jeff Z. Pan](https://md.research.elamur.ai/free/en/authors/jeff-z-pan/) - [Kristian Kersting](https://md.research.elamur.ai/free/en/authors/kristian-kersting/) - [Yijun Tian](https://md.research.elamur.ai/free/en/authors/yijun-tian/) - [Yunpu Ma](https://md.research.elamur.ai/free/en/authors/yunpu-ma/) - [Zifeng Ding](https://md.research.elamur.ai/free/en/authors/zifeng-ding/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 42 times (of the 149,439 papers whose bibliographies we read); [16 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xiaowen-ma/cited-by/). Updated 1 November 2026