--- title: "Huichi Zhou — author profile and papers — Elamur Research" description: "Huichi Zhou, Qilu University of Technology: 2 papers on Elamur Research (2024–2026), h-index 4 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/huichi-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/huichi-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Huichi Zhou # Huichi Zhou Huichi Zhou has 2 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Dongping Chen](https://md.research.elamur.ai/free/en/authors/dongping-chen/), [Lichao Sun](https://md.research.elamur.ai/free/en/authors/lichao-sun/), [Pan Zhou](https://md.research.elamur.ai/free/en/authors/pan-zhou/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5113392994) · [ORCID](https://orcid.org/0000-0002-1518-504X) · [**h-index 4**](https://openalex.org/authors/A5113392994) · [30 works](https://openalex.org/works?filter=author.id:A5113392994) · [54 citations](https://openalex.org/works?filter=author.id:A5113392994&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/huichi-zhou/#papers) · [🔗 Cited 55 times in our library](https://md.research.elamur.ai/free/en/authors/huichi-zhou/cited-by/) · [⭐ Paper Stars ranking: #8776](https://md.research.elamur.ai/free/en/paper-stars/page/88/#star-8776) 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=Huichi+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Huichi+Zhou) · [dblp](https://dblp.org/search?q=Huichi+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Huichi+Zhou) ## Affiliations [🎓**Imperial College London** London · United Kingdom 2024–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/imperial-college-london/) · [🎓**University College London** London · United Kingdom 2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/university-college-london/) · [🎓**Qilu University of Technology** Jinan · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/qilu-university-of-technology/) · [🎓**Shandong Academy of Sciences** Jinan · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/shandong-academy-of-sciences/) · [🎓**Tsinghua University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**North China Electric Power University** Beijing · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/north-china-electric-power-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 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/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/huichi-zhou/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/huichi-zhou/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark](https://md.research.elamur.ai/free/en/papers/chen-2024-mllm-judge-assessing-multimodal-llm/)** *(2024 · 60 citations)* Automatic metrics for multimodal model outputs, such as exact matching or embedding similarity, miss fine-grained quality criteria. 2. **[How Adversarial Environments Mislead Agentic AI?](https://md.research.elamur.ai/free/en/papers/zhan-2026-how-adversarial-environments-mislead-agentic/)** *(2026)* The paper argues that tool-using LLM agents are tested on whether they use tools well, but rarely on whether they doubt tools that return manipulated output. ## Co-authors here 7 co-authors with a page, the most papers together first. - [Dongping Chen](https://md.research.elamur.ai/free/en/authors/dongping-chen/) - [Lichao Sun](https://md.research.elamur.ai/free/en/authors/lichao-sun/) - [Pan Zhou](https://md.research.elamur.ai/free/en/authors/pan-zhou/) - [Qihui Zhang](https://md.research.elamur.ai/free/en/authors/qihui-zhang/) - [Shilin Zhang](https://md.research.elamur.ai/free/en/authors/shilin-zhang/) - [Yao Wan](https://md.research.elamur.ai/free/en/authors/yao-wan/) - [Zhenhao Li](https://md.research.elamur.ai/free/en/authors/zhenhao-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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 55 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/huichi-zhou/cited-by/). Updated 2 November 2026