--- title: "Jing Xiao — author profile and papers — Elamur Research" description: "Jing Xiao, National University of Defense Technology: 2 papers on Elamur Research (2023–2026), h-index 35 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/jing-xiao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jing-xiao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jing Xiao # Jing Xiao Jing Xiao has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Jianzong Wang](https://md.research.elamur.ai/free/en/authors/jianzong-wang/), [Jiuhai Chen](https://md.research.elamur.ai/free/en/authors/jiuhai-chen/), [Lichang Chen](https://md.research.elamur.ai/free/en/authors/lichang-chen/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5016038454) · [ORCID](https://orcid.org/0000-0001-9615-4749) · [Wikidata](https://www.wikidata.org/wiki/Q130848325) · [**h-index 35**](https://openalex.org/authors/A5016038454) · [383 works](https://openalex.org/works?filter=author.id:A5016038454) · [4,947 citations](https://openalex.org/works?filter=author.id:A5016038454&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jing-xiao/#papers) · [🔗 Cited 185 times in our library](https://md.research.elamur.ai/free/en/authors/jing-xiao/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6066](https://md.research.elamur.ai/free/en/paper-stars/page/61/#star-6066) 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=Jing+Xiao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jing+Xiao) · [dblp](https://dblp.org/search?q=Jing+Xiao) · [ACL Anthology](https://aclanthology.org/search/?q=Jing+Xiao) ## Affiliations [🎓**Wuhan University** Wuhan · China 2023–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/wuhan-university/) · [🎓**National University of Defense Technology** Changsha · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-defense-technology/) · [🏢**Ping An** Shenzhen · China 2015–2025 · 236 papersEmployment since 2015 · Chief Scientist](https://md.research.elamur.ai/free/en/companies/ping-an/) · [🎓**China Academy of Chinese Medical Sciences** Beijing · China 2023–2025 · 3 papers](https://ror.org/042pgcv68) · [🏥**Xiyuan Hospital** Beijing · China 2023–2025 · 3 papers](https://ror.org/02y0vze35) · [🎓**Guangzhou Xinhua University** Guangzhou 2022–2023 · 3 papers](https://ror.org/0068n3903) · [🎓**Tsinghua University** Beijing · China 2008–2015 · 3 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Guilin Medical University** Guilin · China 2021–2025 · 2 papers](https://ror.org/000prga03) · [🎓**Nanjing University of Chinese Medicine** Nanjing · China 2021–2025 · 2 papers](https://ror.org/04523zj19) · [🎓**Capital Normal University** Beijing · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/capital-normal-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 39 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [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/jing-xiao/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/jing-xiao/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning](https://md.research.elamur.ai/free/en/papers/li-2023-quantity-quality-boosting-llm-performance/)** *(2023 · 161 citations)* LIMA showed that instruction tuning depends more on data quality than on volume. Picking good samples out of large open instruction sets still usually takes human curation or an external judge such as ChatGPT. This paper lets the target model choose its own training data. First, a base LLM gets a short warm-up… 2. **[Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering](https://md.research.elamur.ai/free/en/papers/wang-2026-flow-based-page-unique-semantic/)** *(2026)* The paper targets multi-page Document Visual Question Answering (DocVQA). OCR-free generative models still often pick the wrong evidence page when several pages look semantically alike, because they rank pages by coarse question–page similarity. The authors argue formally, through three propositions, that for a given… ## 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. [**From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning arXiv:2308.12032**Ming Li, Yong Zhang, Zhitao Li, et al.*2023 · 161 citations*](https://md.research.elamur.ai/free/en/papers/li-2023-quantity-quality-boosting-llm-performance/) 2. **[Contextualized Emotion Recognition in Conversation as Sequence Tagging ↗](https://aclanthology.org/2020.sigdial-1.23/) Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue · no summary yet**Yan Wang et al.*2020 · 110 citations* 3. **[Empirical Studies of Institutional Federated Learning For Natural Language Processing ↗](https://aclanthology.org/2020.findings-emnlp.55/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Xinghua Zhu et al.*2020 · 58 citations* 4. **[Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering](https://md.research.elamur.ai/free/en/papers/wang-2026-flow-based-page-unique-semantic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haosen Wang, Jing Xiao, Chaochao Du, et al.*2026* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Jianzong Wang](https://md.research.elamur.ai/free/en/authors/jianzong-wang/) - [Jiuhai Chen](https://md.research.elamur.ai/free/en/authors/jiuhai-chen/) - [Lichang Chen](https://md.research.elamur.ai/free/en/authors/lichang-chen/) - [Ming Li](https://md.research.elamur.ai/free/en/authors/ming-li/) - [Ning Cheng](https://md.research.elamur.ai/free/en/authors/ning-cheng/) - [Tianyi Zhou](https://md.research.elamur.ai/free/en/authors/tianyi-zhou/) - [Yong Zhang](https://md.research.elamur.ai/free/en/authors/yong-zhang/) - [Zhitao Li](https://md.research.elamur.ai/free/en/authors/zhitao-li/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - Findings of the Association for Computational Linguistics: EMNLP 2020 - Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue ## Cited by Papers of our library cite their works 185 times (of the 149,439 papers whose bibliographies we read); [27 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jing-xiao/cited-by/). Updated 1 November 2026