--- title: "Xiaowei Huang — author profile and papers — Elamur Research" description: "Xiaowei Huang, University of Liverpool: 2 papers on Elamur Research (2023–2026), h-index 34 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/xiaowei-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaowei-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaowei Huang # Xiaowei Huang Xiaowei Huang 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/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Yi Dong](https://md.research.elamur.ai/free/en/authors/yi-dong/), [Changshun Wu](https://md.research.elamur.ai/free/en/authors/changshun-wu/), [Wei Huang](https://md.research.elamur.ai/free/en/authors/wei-huang/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5020085889) · [ORCID](https://orcid.org/0000-0001-6267-0366) · [Wikidata](https://www.wikidata.org/wiki/Q130829000) · [**h-index 34**](https://openalex.org/authors/A5020085889) · [322 works](https://openalex.org/works?filter=author.id:A5020085889) · [6,058 citations](https://openalex.org/works?filter=author.id:A5020085889&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiaowei-huang/#papers) · [🔗 Cited 42 times in our library](https://md.research.elamur.ai/free/en/authors/xiaowei-huang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6471](https://md.research.elamur.ai/free/en/paper-stars/page/65/#star-6471) 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=Xiaowei+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaowei+Huang) · [dblp](https://dblp.org/search?q=Xiaowei+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaowei+Huang) ## Affiliations [🎓**University of Liverpool** Liverpool · United Kingdom 2012–2026 · 166 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-liverpool/) · [🎓**Sun Yat-sen University** Guangzhou · China 2021–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🎓**Education University of Hong Kong** Tai Po · China 2024–2026 · 3 papers*current*](https://ror.org/000t0f062) · [🎓**UNSW Sydney** Sydney · Australia 2009–2021 · 23 papers](https://md.research.elamur.ai/free/en/universities/unsw-sydney/) · [🎓**Zhejiang University** Hangzhou · China 2006–2024 · 8 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🎓**Jiangsu University** Zhenjiang · China 2019–2025 · 7 papers](https://ror.org/03jc41j30) · [🎓**University of International Business and Economics** Beijing · China 2016–2025 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-international-business-and-economics/) · [🎓**University of Oxford** Oxford · United Kingdom 2016–2017 · 6 papers](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2007–2013 · 4 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Harbin Institute of Technology** Harbin · China 2019–2021 · 3 papers](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 38 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/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Safety, Risk, Reliability and Quality · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/safety-risk-reliability-and-quality/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaowei-huang/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaowei-huang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation](https://md.research.elamur.ai/free/en/papers/huang-2023-survey-safety-trustworthiness-large-language/)** *(2023 · 199 citations)* The survey examines how to make large language models safe and trustworthy as they move quickly into industrial and consumer use. 2. **[Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2026-chain-thought-as-lens-evaluating/)** *(2026 · 1 citation)* Checking only final answers reveals little about whether an LLM's chain of thought is coherent or follows human-like logic. ## 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. **[A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation](https://md.research.elamur.ai/free/en/papers/huang-2023-survey-safety-trustworthiness-large-language/) [Artificial Intelligence Review](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/)**Xiaowei Huang, Wenjie Ruan, Wei Huang, et al.*2023 · 199 citations* 2. **[Normative Multiagent Systems: A Dynamic Generalization ↗](https://arxiv.org/abs/1604.05086) arXiv:1604.05086 · no summary yet**Xiaowei Huang et al.*2016 · 2 citations* 3. **[Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2026-chain-thought-as-lens-evaluating/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Boxuan Wang, Zhuoyun Li, Xinmiao Huang, et al.*2026 · 1 citation* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Yi Dong](https://md.research.elamur.ai/free/en/authors/yi-dong/) ×2 - [Changshun Wu](https://md.research.elamur.ai/free/en/authors/changshun-wu/) - [Wei Huang](https://md.research.elamur.ai/free/en/authors/wei-huang/) - [Wenjie Ruan](https://md.research.elamur.ai/free/en/authors/wenjie-ruan/) ## 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/) - [Artificial Intelligence Review](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/): [Artificial Intelligence Review 2023](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/2023/) ## Cited by Papers of our library cite their works 42 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/xiaowei-huang/cited-by/). Updated 2 November 2026