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Zhongzhen Huang

Zhongzhen Huang has 2 papers in our library, in 2026, most of them on Reasoning; often with Shaoting Zhang, Xiaofan Zhang, Yakun Zhu.

2 papers in our library · 2026

OpenAlex · h-index 5 · 31 works · 205 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 16 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #10088

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Shanghai Jiao Tong UniversityShanghai · China2023–2026 · 23 paperscurrent🔬Shanghai Artificial Intelligence LaboratoryShanghai · China2023–2025 · 7 papers🎓Northwestern Polytechnical UniversityXi'an · China2022 · 2 papers

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 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMedicine · 2 worksArtificial Intelligence · 2 worksHealth Informatics · 2 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work

🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models (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 (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 ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhongzhen Huang, Xiaofan Zhang, Shaoting Zhang2023 · 148 citations
  2. DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language ModelsFindings of the Association for Computational LinguisticsYakun Zhu, Zhongzhen Huang, Linjie Mu, et al.2026 · 7 citations
  3. MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP IntegrationAnnual Meeting of the Association for Computational Linguistics (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

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