--- title: "Jiayuan Zhu · University of Oxford — author profile and papers" description: "Jiayuan Zhu, University of Oxford: 3 papers on Elamur Research (2025), h-index 6 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/jiayuan-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiayuan-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiayuan Zhu # Jiayuan Zhu Jiayuan Zhu has 3 papers in our library, in 2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Junde Wu](https://md.research.elamur.ai/free/en/authors/junde-wu/), [Min Xu](https://md.research.elamur.ai/free/en/authors/min-xu/), [Yueming Jin](https://md.research.elamur.ai/free/en/authors/yueming-jin/). 3 papers in our library · 2025 [OpenAlex](https://openalex.org/A5119247428) · [ORCID](https://orcid.org/0000-0002-3641-4489) · [**h-index 6**](https://openalex.org/authors/A5119247428) · [15 works](https://openalex.org/works?filter=author.id:A5119247428) · [253 citations](https://openalex.org/works?filter=author.id:A5119247428&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jiayuan-zhu/#papers) · [🔗 Cited 34 times in our library](https://md.research.elamur.ai/free/en/authors/jiayuan-zhu/cited-by/) · [⭐ Paper Stars ranking: #6233](https://md.research.elamur.ai/free/en/paper-stars/page/63/#star-6233) 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=Jiayuan+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiayuan+Zhu) · [dblp](https://dblp.org/search?q=Jiayuan+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Jiayuan+Zhu) ## Affiliations [🎓**University of Oxford** Oxford · United Kingdom 2024–2025 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 10 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Medicine · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Health Informatics · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 4 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2025** 3 papers](https://md.research.elamur.ai/free/en/authors/jiayuan-zhu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/wu-2025-medical-graph-rag-evidence-based/)** *(2025 · 91 citations)* LLMs used in medicine have two weaknesses. Domain knowledge is too large to fit in a context window, and fine-tuning closed commercial models is often impossible. They may also distort established facts in ways that non-experts cannot easily detect. MedGraphRAG addresses both problems by adapting GraphRAG to the… 2. **[Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools](https://md.research.elamur.ai/free/en/papers/wu-2025-agentic-reasoning-streamlined-framework-enhancing/)** *(2025 · 45 citations)* Reasoning LLMs trained with outcome-based reinforcement learning do well in math and code, where answers are easy to check. 3. **[Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning](https://md.research.elamur.ai/free/en/papers/zhu-2025-ask-patients-patience-enabling-llms/)** *(2025 · 10 citations)* LLMs score at expert level on medical exam benchmarks, but they work poorly as conversational assistants. They often diagnose from the first message without asking follow-up questions. Their reasoning is not tied to trusted clinical sources, and their tone tends to be impersonal. The authors present APP (Ask Patients… ## Co-authors here 6 co-authors with a page, the most papers together first. - [Junde Wu](https://md.research.elamur.ai/free/en/authors/junde-wu/) ×3 - [Min Xu](https://md.research.elamur.ai/free/en/authors/min-xu/) ×2 - [Yueming Jin](https://md.research.elamur.ai/free/en/authors/yueming-jin/) ×2 - [Yuyuan Liu](https://md.research.elamur.ai/free/en/authors/yuyuan-liu/) ×2 - [Fenglin Liu](https://md.research.elamur.ai/free/en/authors/fenglin-liu/) - [Jiazhen Pan](https://md.research.elamur.ai/free/en/authors/jiazhen-pan/) ## 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/) ×2 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## Cited by Papers of our library cite their works 34 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiayuan-zhu/cited-by/). Updated 31 October 2026