--- title: "Gyuwan Kim — author profile and papers — Elamur Research" description: "Gyuwan Kim, University of California, Santa Barbara: 2 papers on Elamur Research (2020–2026), h-index 6 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/gyuwan-kim/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/gyuwan-kim/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Gyuwan Kim # Gyuwan Kim Gyuwan Kim has 2 papers in our library, in 2020–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Evangelia Spiliopoulou](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/), [Sang-Woo Lee](https://md.research.elamur.ai/free/en/authors/sang-woo-lee/), [Sohee Yang](https://md.research.elamur.ai/free/en/authors/sohee-yang/). 2 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5001186750) · [ORCID](https://orcid.org/0000-0002-5081-3945) · [**h-index 6**](https://openalex.org/authors/A5001186750) · [14 works](https://openalex.org/works?filter=author.id:A5001186750) · [332 citations](https://openalex.org/works?filter=author.id:A5001186750&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/gyuwan-kim/#papers) · [🔗 Cited 89 times in our library](https://md.research.elamur.ai/free/en/authors/gyuwan-kim/cited-by/) · [⭐ Paper Stars ranking: #5137](https://md.research.elamur.ai/free/en/paper-stars/page/52/#star-5137) 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=Gyuwan+Kim) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Gyuwan+Kim) · [dblp](https://dblp.org/search?q=Gyuwan+Kim) · [ACL Anthology](https://aclanthology.org/search/?q=Gyuwan+Kim) ## Affiliations [🎓**University of California, Santa Barbara** Santa Barbara · United States 2021–2024 · 7 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-barbara/) · [🏢**Naver** Seongnam-si · South Korea 2016–2021 · 8 papers](https://md.research.elamur.ai/free/en/companies/naver/) · [🏢**NAVER Cloud** Seongnam-si · South Korea 2020–2021 · 3 papers](https://md.research.elamur.ai/free/en/companies/naver-cloud/) · [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 2022–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/korea-advanced-institute-of-science-and-technology/) · [🎓**Seoul National University** Seoul · South Korea 2016–2017 · 2 papers](https://md.research.elamur.ai/free/en/universities/seoul-national-university/) 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 4 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/) 🧭 Topics 2 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/gyuwan-kim/year/2026/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/gyuwan-kim/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Efficient Dialogue State Tracking by Selectively Overwriting Memory](https://md.research.elamur.ai/free/en/papers/kim-2020-efficient-dialogue-state-tracking-selectively/)** *(2020 · 270 citations)* Dialogue state tracking (DST) records what a user wants during a task-oriented conversation as a set of slot-value pairs. 2. **[Detecting Training Data of Large Language Models via Expectation Maximization](https://md.research.elamur.ai/free/en/papers/kim-2026-detecting-training-data-large-language/)** *(2026 · 5 citations)* This paper tackles membership inference for large language models: deciding whether a given text was part of a model's pre-training data. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Evangelia Spiliopoulou](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/) - [Sang-Woo Lee](https://md.research.elamur.ai/free/en/authors/sang-woo-lee/) - [Sohee Yang](https://md.research.elamur.ai/free/en/authors/sohee-yang/) - [Sungdong Kim](https://md.research.elamur.ai/free/en/authors/sungdong-kim/) - [William Yang Wang](https://md.research.elamur.ai/free/en/authors/william-yang-wang/) - [Yang Li](https://md.research.elamur.ai/free/en/authors/yang-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 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [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/) ## Cited by Papers of our library cite their works 89 times (of the 149,439 papers whose bibliographies we read); [6 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/gyuwan-kim/cited-by/). Updated 30 October 2026