--- title: "Jinwoo Ahn — author profile and papers — Elamur Research" description: "Jinwoo Ahn, Samsung: 2 papers on Elamur Research (2023–2025), h-index 12 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jinwoo-ahn/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jinwoo-ahn/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jinwoo Ahn # Jinwoo Ahn Jinwoo Ahn has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Dan Klein](https://md.research.elamur.ai/free/en/authors/dan-klein/), [Jacob Steinhardt](https://md.research.elamur.ai/free/en/authors/jacob-steinhardt/), [Ruiqi Zhong](https://md.research.elamur.ai/free/en/authors/ruiqi-zhong/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5112011122) · [**h-index 12**](https://openalex.org/authors/A5112011122) · [99 works](https://openalex.org/works?filter=author.id:A5112011122) · [442 citations](https://openalex.org/works?filter=author.id:A5112011122&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jinwoo-ahn/#papers) · [🔗 Cited 43 times in our library](https://md.research.elamur.ai/free/en/authors/jinwoo-ahn/cited-by/) · [⭐ Paper Stars ranking: #7863](https://md.research.elamur.ai/free/en/paper-stars/page/79/#star-7863) 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=Jinwoo+Ahn) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jinwoo+Ahn) · [dblp](https://dblp.org/search?q=Jinwoo+Ahn) · [ACL Anthology](https://aclanthology.org/search/?q=Jinwoo+Ahn) ## Affiliations [🏢**Samsung** Seoul · South Korea 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/samsung-south-korea/) · [🎓**Kyungsung University** Busan · South Korea 2002–2023 · 21 papers](https://ror.org/05h9pgm95) · [🎓**Sogang University** Seoul · South Korea 2018–2020 · 4 papers](https://md.research.elamur.ai/free/en/universities/sogang-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 7 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/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jinwoo-ahn/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/jinwoo-ahn/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Goal Driven Discovery of Distributional Differences via Language Descriptions](https://md.research.elamur.ai/free/en/papers/zhong-2023-goal-driven-discovery-distributional-differences/)** *(2023 · 42 citations)* Comparing two large text collections by hand is slow and ad hoc. The authors frame this as an ML task called D5. A system receives a user's exploration goal and a pair of corpora. It must return natural-language predicates that describe how the corpora differ in ways that matter for that goal. For example, reports… 2. **[Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs](https://md.research.elamur.ai/free/en/papers/anshumann-2025-sparse-logit-sampling-accelerating-knowledge/)** *(2025 · 6 citations)* Offline knowledge distillation for LLM pre-training means running the teacher once, caching its outputs, and reusing them to train many students. ## Co-authors here 3 co-authors with a page, the most papers together first. - [Dan Klein](https://md.research.elamur.ai/free/en/authors/dan-klein/) - [Jacob Steinhardt](https://md.research.elamur.ai/free/en/authors/jacob-steinhardt/) - [Ruiqi Zhong](https://md.research.elamur.ai/free/en/authors/ruiqi-zhong/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 43 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jinwoo-ahn/cited-by/). Updated 30 October 2026