--- title: "Jiazhen Pan — author profile and papers — Elamur Research" description: "Jiazhen Pan: 2 papers on Elamur Research (2025), h-index 1 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jiazhen-pan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiazhen-pan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiazhen Pan # Jiazhen Pan Jiazhen Pan has 2 papers in our library, in 2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Che Liu](https://md.research.elamur.ai/free/en/authors/che-liu/), [Daniel Rueckert](https://md.research.elamur.ai/free/en/authors/daniel-rueckert/), [Fenglin Liu](https://md.research.elamur.ai/free/en/authors/fenglin-liu/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5120309161) · [**h-index 1**](https://openalex.org/authors/A5120309161) · [1 works](https://openalex.org/works?filter=author.id:A5120309161) · [3 citations](https://openalex.org/works?filter=author.id:A5120309161&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jiazhen-pan/#papers) · [🔗 Cited 17 times in our library](https://md.research.elamur.ai/free/en/authors/jiazhen-pan/cited-by/) · [⭐ Paper Stars ranking: #10302](https://md.research.elamur.ai/free/en/paper-stars/page/104/#star-10302) 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=Jiazhen+Pan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiazhen+Pan) · [dblp](https://dblp.org/search?q=Jiazhen+Pan) · [ACL Anthology](https://aclanthology.org/search/?q=Jiazhen+Pan) ## 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/) · [Medicine · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/) · [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/) · [Health Informatics · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/jiazhen-pan/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[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… 2. **[Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL](https://md.research.elamur.ai/free/en/papers/liu-2025-distillation-pushing-limits-medical-llm/)** *(2025 · 10 citations)* Medical LLMs usually learn to reason through supervised fine-tuning on chain-of-thought (CoT) traces, often distilled from proprietary systems such as GPT-4o. ## Co-authors here 9 co-authors with a page, the most papers together first. - [Che Liu](https://md.research.elamur.ai/free/en/authors/che-liu/) - [Daniel Rueckert](https://md.research.elamur.ai/free/en/authors/daniel-rueckert/) - [Fenglin Liu](https://md.research.elamur.ai/free/en/authors/fenglin-liu/) - [Haozhe Wang](https://md.research.elamur.ai/free/en/authors/haozhe-wang/) - [Jiayuan Zhu](https://md.research.elamur.ai/free/en/authors/jiayuan-zhu/) - [Junde Wu](https://md.research.elamur.ai/free/en/authors/junde-wu/) - [Yong Dai](https://md.research.elamur.ai/free/en/authors/yong-dai/) - [Yuyuan Liu](https://md.research.elamur.ai/free/en/authors/yuyuan-liu/) - [Zhongwei Wan](https://md.research.elamur.ai/free/en/authors/zhongwei-wan/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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 17 times (of the 149,439 papers whose bibliographies we read); [10 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiazhen-pan/cited-by/). Updated 31 October 2026