--- title: "Guangya Yu — author profile and papers — Elamur Research" description: "Guangya Yu, East China University of Science and Technology: 2 papers on Elamur Research (2026), h-index 1 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/guangya-yu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guangya-yu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guangya Yu # Guangya Yu Guangya Yu has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Weiyan Zhang](https://md.research.elamur.ai/free/en/authors/weiyan-zhang/), [Hao He](https://md.research.elamur.ai/free/en/authors/hao-he/), [Tong Ruan](https://md.research.elamur.ai/free/en/authors/tong-ruan/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5102876031) · [ORCID](https://orcid.org/0009-0009-1155-9786) · [**h-index 1**](https://openalex.org/authors/A5102876031) · [18 works](https://openalex.org/works?filter=author.id:A5102876031) · [8 citations](https://openalex.org/works?filter=author.id:A5102876031&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/guangya-yu/#papers) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12005](https://md.research.elamur.ai/free/en/paper-stars/page/121/#star-12005) 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=Guangya+Yu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guangya+Yu) · [dblp](https://dblp.org/search?q=Guangya+Yu) · [ACL Anthology](https://aclanthology.org/search/?q=Guangya+Yu) ## Affiliations [🎓**East China University of Science and Technology** Shanghai · China 2024–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/east-china-university-of-science-and-technology/) · [🏢**Ant Group** Hangzhou · China 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/companies/ant-group/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Health Information Management · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/health-information-management/) · [Health Professions · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/guangya-yu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital](https://md.research.elamur.ai/free/en/papers/sun-2026-aida-seat-reliable-ai-doctor/)** *(2026)* Clinical assistants built on LLMs, whether prompted directly or grounded through text or graph retrieval (RAG), mostly receive isolated medical facts. 2. **[PlanE: Meta Planning of Data, Tuning, and Inference for Extractive-based LLMs](https://md.research.elamur.ai/free/en/papers/wang-2026-plane-meta-planning-data-tuning/)** *(2026)* Adapting an LLM to a particular information extraction (IE) task involves many interacting choices: how to prepare the training data, how to tune the model, and how to prompt it at inference time. ## All works 4 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. **[AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital](https://md.research.elamur.ai/free/en/papers/sun-2026-aida-seat-reliable-ai-doctor/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lianxin Sun, Xiaoying Ying, Guangya Yu, et al.*2026* 2. **[PlanE: Meta Planning of Data, Tuning, and Inference for Extractive-based LLMs](https://md.research.elamur.ai/free/en/papers/wang-2026-plane-meta-planning-data-tuning/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jiacheng Wang, Weiyan Zhang, Guangya Yu*2026* 3. **[Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue ↗](https://aclanthology.org/2026.findings-acl.957/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Guangya Yu et al.*2026* 4. **[Balancing Knowledge Breadth and Task Depth for Effective Domain Adaptation Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.405/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Mu Zhang et al.*2026* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Weiyan Zhang](https://md.research.elamur.ai/free/en/authors/weiyan-zhang/) ×2 - [Hao He](https://md.research.elamur.ai/free/en/authors/hao-he/) - [Tong Ruan](https://md.research.elamur.ai/free/en/authors/tong-ruan/) ## 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: ACL 2026 ×2 - [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/) Updated 1 November 2026