--- title: "Xiaolei Huang — author profile and papers — Elamur Research" description: "Xiaolei Huang, University of Memphis: 2 papers on Elamur Research (2026), h-index 19 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/xiaolei-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaolei-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaolei Huang # Xiaolei Huang Xiaolei Huang has 2 papers in our library, in 2026, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Guangzeng Han](https://md.research.elamur.ai/free/en/authors/guangzeng-han/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5027237221) · [ORCID](https://orcid.org/0000-0003-0478-8715) · [**h-index 19**](https://openalex.org/authors/A5027237221) · [73 works](https://openalex.org/works?filter=author.id:A5027237221) · [1,034 citations](https://openalex.org/works?filter=author.id:A5027237221&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiaolei-huang/#papers) · [🔗 Cited 3 times in our library](https://md.research.elamur.ai/free/en/authors/xiaolei-huang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12288](https://md.research.elamur.ai/free/en/paper-stars/page/123/#star-12288) 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=Xiaolei+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaolei+Huang) · [dblp](https://dblp.org/search?q=Xiaolei+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaolei+Huang) ## Affiliations [🎓**University of Memphis** Memphis · United States 2021–2026 · 31 papersEmployment 2021–2026 · Assistant Professor, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/university-of-memphis/) · [🎓**University of Colorado Boulder** Boulder · United States 2016–2020 · 10 papersEducation 2016–2020 · Ph.D., Information Science](https://md.research.elamur.ai/free/en/universities/university-of-colorado-boulder/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2013–2025 · 3 papersEducation 2013–2016 · MSc in Computer Science](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Pennsylvania State University** State College · United States 2018–2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/) · [🎓**University of Colorado System** Boulder · United States 2018–2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-colorado-system/) · [🎓**University of Missouri** Columbia · United States 2026Employment since 2026 · Associate Professor, EECS](https://ror.org/02ymw8z06) · [🎓**Central China Normal University** Wuhan · China 2009–2013Education 2009–2013 · B.Eng](https://ror.org/03x1jna21) 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 6 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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) 🧭 Topics 1 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/xiaolei-huang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation](https://md.research.elamur.ai/free/en/papers/liu-2026-knowledge-driven-augmentation-retrieval-integrative/)** *(2026)* Classifiers are usually trained on older data but used on newer data, where vocabulary, conventions and domain knowledge drift. 2. **[Model-Agnostic Meta Learning for Class Imbalance Adaptation](https://md.research.elamur.ai/free/en/papers/rao-2026-model-agnostic-meta-learning-class/)** *(2026)* Skewed label distributions hurt NLP models: they learn to favor frequent classes and overlook rare ones that often matter most. ## 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. **[UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing ↗](https://doi.org/10.1145/3487553.3524879) The Web Conference (WWW) · no summary yet**Xiaolei Huang et al.*2022 · 4 citations* 2. **[Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation](https://md.research.elamur.ai/free/en/papers/liu-2026-knowledge-driven-augmentation-retrieval-integrative/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Weisi Liu, Guangzeng Han, Xiaolei Huang*2026* 3. **[Model-Agnostic Meta Learning for Class Imbalance Adaptation](https://md.research.elamur.ai/free/en/papers/rao-2026-model-agnostic-meta-learning-class/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hanshu Rao, Guangzeng Han, Xiaolei Huang*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Guangzeng Han](https://md.research.elamur.ai/free/en/authors/guangzeng-han/) ×2 ## 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](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/) - The Web Conference (WWW) ## Cited by Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/xiaolei-huang/cited-by/). Updated 1 November 2026