--- title: "Ziyi Huang · Ningbo University — author profile and papers" description: "Ziyi Huang, Ningbo University: 2 papers on Elamur Research (2025–2026), h-index 8 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/ziyi-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ziyi-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ziyi Huang # Ziyi Huang Ziyi Huang has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Semantic parsing & meaning representation](https://md.research.elamur.ai/free/en/topics/semantic-parsing/); often with [Kaicheng Yu](https://md.research.elamur.ai/free/en/authors/kaicheng-yu/), [Linfeng Song](https://md.research.elamur.ai/free/en/authors/linfeng-song/), [Xiao Wang](https://md.research.elamur.ai/free/en/authors/xiao-wang/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5064164446) · [ORCID](https://orcid.org/0000-0001-6985-0298) · [**h-index 8**](https://openalex.org/authors/A5064164446) · [41 works](https://openalex.org/works?filter=author.id:A5064164446) · [205 citations](https://openalex.org/works?filter=author.id:A5064164446&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ziyi-huang/#papers) · [🔗 Cited 8 times in our library](https://md.research.elamur.ai/free/en/authors/ziyi-huang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9731](https://md.research.elamur.ai/free/en/paper-stars/page/98/#star-9731) 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=Ziyi+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ziyi+Huang) · [dblp](https://dblp.org/search?q=Ziyi+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Ziyi+Huang) ## Affiliations [🎓**East China Normal University** Shanghai · China 2022–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/east-china-normal-university/) · [🎓**Wenzhou Medical University** Wenzhou · China 2023–2026 · 2 papers*current*](https://ror.org/00rd5t069) · [🎓**Arizona State University** Tempe · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/arizona-state-university/) · [🏥**First Affiliated Hospital of Wenzhou Medical University** Wenzhou · China 2026 · 1 paper*current*](https://ror.org/03cyvdv85) · [🎓**Ningbo University** Ningbo · China 2026 · 1 paper*current*](https://ror.org/03et85d35) · [🎓**Northwestern University** Evanston · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/northwestern-university/) · [🎓**Columbia University** New York · United States 2020–2024 · 14 papers](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🎓**South China Normal University** Guangzhou · China 2019–2022 · 4 papers](https://md.research.elamur.ai/free/en/universities/south-china-normal-university/) · [🎓**South China University of Technology** Guangzhou · China 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 6 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/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [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.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [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/ziyi-huang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/ziyi-huang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[SR-LLM: Rethinking the Structured Representation in Large Language Model](https://md.research.elamur.ai/free/en/papers/zhang-2025-sr-llm-rethinking-structured-representation/)** *(2025 · 11 citations)* Structured representations such as AMR, parse syntax trees (PST) and first-order logic (FOL) have long been central to NLP. 2. **[Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/luo-2026-utility-oriented-visual-evidence-selection/)** *(2026 · 1 citation)* Multimodal RAG systems usually choose supporting images by semantic similarity, for example with CLIP-style encoders or MLLM relevance scorers. ## 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. **[SR-LLM: Rethinking the Structured Representation in Large Language Model](https://md.research.elamur.ai/free/en/papers/zhang-2025-sr-llm-rethinking-structured-representation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiahuan Zhang, Tianheng Wang, Hanqing Wu, et al.*2025 · 11 citations* 2. **[Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/luo-2026-utility-oriented-visual-evidence-selection/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Weiqing Luo, Zongye Hu, Xiao Wang, et al.*2026 · 1 citation* 3. **[基于序列到序列的中文AMR解析(Chinese AMR Parsing based on Sequence-to-Sequence Modeling) ↗](https://aclanthology.org/2021.ccl-1.35/) Proceedings of the 20th Chinese National Conference on Computational Linguistics · no summary yet**Ziyi Huang, Junhui Li, Zhengxian Gong*2021* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Kaicheng Yu](https://md.research.elamur.ai/free/en/authors/kaicheng-yu/) - [Linfeng Song](https://md.research.elamur.ai/free/en/authors/linfeng-song/) - [Xiao Wang](https://md.research.elamur.ai/free/en/authors/xiao-wang/) - [Yue Zhang](https://md.research.elamur.ai/free/en/authors/yue-zhang/) - [Zhiyuan Yu](https://md.research.elamur.ai/free/en/authors/zhiyuan-yu/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - Proceedings of the 20th Chinese National Conference on Computational Linguistics ## Cited by Papers of our library cite their works 8 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ziyi-huang/cited-by/). Updated 1 November 2026