--- title: "Jinfeng Xiao · Shihezi University — author profile and papers" description: "Jinfeng Xiao, Shihezi University: 2 papers on Elamur Research (2025–2026), h-index 14 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/jinfeng-xiao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jinfeng-xiao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jinfeng Xiao # Jinfeng Xiao Jinfeng Xiao has 2 papers in our library, in 2025–2026; often with [Jiawei Han](https://md.research.elamur.ai/free/en/authors/jiawei-han/), [Pengcheng Jiang](https://md.research.elamur.ai/free/en/authors/pengcheng-jiang/), [Xueqiang Xu](https://md.research.elamur.ai/free/en/authors/xueqiang-xu/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5089818589) · [ORCID](https://orcid.org/0000-0002-1215-8038) · [Wikidata](https://www.wikidata.org/wiki/Q89531585) · [**h-index 14**](https://openalex.org/authors/A5089818589) · [60 works](https://openalex.org/works?filter=author.id:A5089818589) · [755 citations](https://openalex.org/works?filter=author.id:A5089818589&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jinfeng-xiao/#papers) · [🔗 Cited 34 times in our library](https://md.research.elamur.ai/free/en/authors/jinfeng-xiao/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10923](https://md.research.elamur.ai/free/en/paper-stars/page/110/#star-10923) 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=Jinfeng+Xiao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jinfeng+Xiao) · [dblp](https://dblp.org/search?q=Jinfeng+Xiao) · [ACL Anthology](https://aclanthology.org/search/?q=Jinfeng+Xiao) ## Affiliations [🎓**University of South China** Hengyang · China 2011–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-south-china/) · [🎓**Shihezi University** Shihezi · China 2025–2026 · 5 papers*current*](https://ror.org/04x0kvm78) · [🏢**Amazon** Seattle · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2014–2025 · 25 papersEducation 2014–2016Education since 2016Employment since 2014](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🏥**Guangdong Provincial People's Hospital** Guangzhou · China 2013–2024 · 8 papers](https://ror.org/045kpgw45) · [🏥**Tianjin Medical University General Hospital** Tianjin · China 2018–2024 · 8 papers](https://ror.org/003sav965) · [🎓**Tianjin Medical University** Tianjin · China 2018–2024 · 7 papers](https://ror.org/02mh8wx89) · [🎓**Southern Medical University** Guangzhou · China 2013–2024 · 6 papers](https://ror.org/01vjw4z39) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2010–2014Education 2010–2014Employment 2012–2013Employment 2014](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**Harvard University** Cambridge · United States 2013Employment 2013](https://md.research.elamur.ai/free/en/universities/harvard-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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 5 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/) · [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/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jinfeng-xiao/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jinfeng-xiao/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[s3: You Don't Need That Much Data to Train a Search Agent via RL](https://md.research.elamur.ai/free/en/papers/jiang-2025-s3-you-don-t-need/)** *(2025 · 12 citations)* Training LLM search agents with reinforcement learning usually takes one of two routes. Some methods reward retrieval metrics such as NDCG, which may not reflect answer quality. Others fine-tune a single model to both search and answer, which mixes the two skills and rules out frozen or proprietary generators. The… 2. **[Zero-Shot Open-Schema Entity Structure Discovery](https://md.research.elamur.ai/free/en/papers/xu-2026-zero-shot-open-schema-entity/)** *(2026)* Most LLM-based methods for extracting entities and their attribute–value descriptions depend on a fixed schema or labeled examples, so they miss attributes nobody anticipated. ## 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. **[Knowledge-Rich Self-Supervision for Biomedical Entity Linking ↗](https://aclanthology.org/2022.findings-emnlp.61/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Sheng Zhang et al.*2022 · 49 citations* 2. **[s3: You Don't Need That Much Data to Train a Search Agent via RL](https://md.research.elamur.ai/free/en/papers/jiang-2025-s3-you-don-t-need/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, et al.*2025 · 12 citations* 3. **[Zero-Shot Open-Schema Entity Structure Discovery](https://md.research.elamur.ai/free/en/papers/xu-2026-zero-shot-open-schema-entity/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Xueqiang Xu, Jinfeng Xiao, James Barry, et al.*2026* ## Co-authors here 10 co-authors with a page, the most papers together first. - [Jiawei Han](https://md.research.elamur.ai/free/en/authors/jiawei-han/) ×2 - [Pengcheng Jiang](https://md.research.elamur.ai/free/en/authors/pengcheng-jiang/) ×2 - [Xueqiang Xu](https://md.research.elamur.ai/free/en/authors/xueqiang-xu/) ×2 - [Geeth De Mel](https://md.research.elamur.ai/free/en/authors/geeth-de-mel/) - [James Barry](https://md.research.elamur.ai/free/en/authors/james-barry/) - [Jiaru Zou](https://md.research.elamur.ai/free/en/authors/jiaru-zou/) - [Jimeng Sun](https://md.research.elamur.ai/free/en/authors/jimeng-sun/) - [Mohab Elkaref](https://md.research.elamur.ai/free/en/authors/mohab-elkaref/) - [Yunyi Zhang](https://md.research.elamur.ai/free/en/authors/yunyi-zhang/) - [Zifeng Wang](https://md.research.elamur.ai/free/en/authors/zifeng-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - Findings of the Association for Computational Linguistics: EMNLP 2022 ## Cited by Papers of our library cite their works 34 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/jinfeng-xiao/cited-by/). Updated 2 November 2026