--- title: "Zhongzhen Huang — author profile and papers · Reasoning" description: "Zhongzhen Huang, Shanghai Jiao Tong University: 2 papers on Elamur Research (2026), h-index 5 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/zhongzhen-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhongzhen-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhongzhen Huang # Zhongzhen Huang Zhongzhen Huang has 2 papers in our library, in 2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Shaoting Zhang](https://md.research.elamur.ai/free/en/authors/shaoting-zhang/), [Xiaofan Zhang](https://md.research.elamur.ai/free/en/authors/xiaofan-zhang/), [Yakun Zhu](https://md.research.elamur.ai/free/en/authors/yakun-zhu/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5017431694) · [**h-index 5**](https://openalex.org/authors/A5017431694) · [31 works](https://openalex.org/works?filter=author.id:A5017431694) · [205 citations](https://openalex.org/works?filter=author.id:A5017431694&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zhongzhen-huang/#papers) · [🔗 Cited 16 times in our library](https://md.research.elamur.ai/free/en/authors/zhongzhen-huang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10088](https://md.research.elamur.ai/free/en/paper-stars/page/101/#star-10088) 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=Zhongzhen+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhongzhen+Huang) · [dblp](https://dblp.org/search?q=Zhongzhen+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Zhongzhen+Huang) ## Affiliations [🎓**Shanghai Jiao Tong University** Shanghai · China 2023–2026 · 23 papers*current*](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2023–2025 · 7 papers](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🎓**Northwestern Polytechnical University** Xi'an · China 2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/northwestern-polytechnical-university/) 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 7 The field of science this work belongs to (OpenAlex fields).[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/) · [Health Informatics · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 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/zhongzhen-huang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhu-2026-diagnosisarena-benchmarking-diagnostic-reasoning-large/)** *(2026 · 7 citations)* Popular medical LLM benchmarks such as MedQA and MMLU are nearly saturated, with leading models scoring above 90%. 2. **[MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration](https://md.research.elamur.ai/free/en/papers/zhu-2026-medmcp-calc-benchmarking-llms-realistic/)** *(2026 · 2 citations)* Real clinical use of medical calculators rarely involves one isolated formula. A clinician pulls scattered values from the EHR, decides which scores fit the evolving situation, and chains several computations together. Existing benchmarks such as MedCalc-Bench instead give clean patient notes and name the calculator… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[KiUT: Knowledge-injected U-Transformer for Radiology Report Generation ↗](https://doi.org/10.1109/cvpr52729.2023.01897) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang*2023 · 148 citations* 2. **[DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhu-2026-diagnosisarena-benchmarking-diagnostic-reasoning-large/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yakun Zhu, Zhongzhen Huang, Linjie Mu, et al.*2026 · 7 citations* 3. **[MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration](https://md.research.elamur.ai/free/en/papers/zhu-2026-medmcp-calc-benchmarking-llms-realistic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yakun Zhu, Yutong Huang, Shengqian Qin, et al.*2026 · 2 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Shaoting Zhang](https://md.research.elamur.ai/free/en/authors/shaoting-zhang/) ×2 - [Xiaofan Zhang](https://md.research.elamur.ai/free/en/authors/xiaofan-zhang/) ×2 - [Yakun Zhu](https://md.research.elamur.ai/free/en/authors/yakun-zhu/) ×2 - [Yutong Huang](https://md.research.elamur.ai/free/en/authors/yutong-huang/) ×2 - [Pengfei Liu](https://md.research.elamur.ai/free/en/authors/pengfei-liu/) ## 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/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 16 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zhongzhen-huang/cited-by/). Updated 31 October 2026