--- title: "Heejin Do — author profile and papers · Summarization" description: "Heejin Do, ETH Zurich: 3 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/heejin-do/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/heejin-do/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Heejin Do # Heejin Do Heejin Do has 3 papers in our library, in 2026, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Gary Lee](https://md.research.elamur.ai/free/en/authors/gary-lee/), [Sangwon Ryu](https://md.research.elamur.ai/free/en/authors/sangwon-ryu/), [Jungseul Ok](https://md.research.elamur.ai/free/en/authors/jungseul-ok/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139843657) · [ORCID](https://orcid.org/0000-0001-7320-415X) · [**h-index 1**](https://openalex.org/authors/A5139843657) · [20 works](https://openalex.org/works?filter=author.id:A5139843657) · [9 citations](https://openalex.org/works?filter=author.id:A5139843657&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/heejin-do/#papers) · [🔗 Cited 3 times in our library](https://md.research.elamur.ai/free/en/authors/heejin-do/cited-by/) · [⭐ Paper Stars ranking: #10648](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10648) 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=Heejin+Do) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Heejin+Do) · [dblp](https://dblp.org/search?q=Heejin+Do) · [ACL Anthology](https://aclanthology.org/search/?q=Heejin+Do) ## Affiliations [🎓**ETH Zurich** Zurich · Switzerland 2025–2026 · 16 papersEmployment since 2025 · Postdoctoral, AI Center*current*](https://md.research.elamur.ai/free/en/universities/eth-zurich/) · [🎓**Pohang University of Science and Technology** Pohang · South Korea 2020–2025 · 2 papersEducation 2020–2025 · Master's Degree, Artificial Intelligence](https://md.research.elamur.ai/free/en/universities/pohang-university-of-science-and-technology/) · [🎓**Sungkyunkwan University** Suwon · South Korea 2016–2020Education 2016–2020 · Bachelor’s Degree, Computer Education, Data Science](https://md.research.elamur.ai/free/en/universities/sungkyunkwan-university/) 🏛️**ST Unitas Co** Gangnam-gu · [South Korea](https://md.research.elamur.ai/free/en/countries/south-korea/) 2019Employment 2019 · Creative Director, Strategic Planning 🏛️**The Pennsylvania State University - University Park Campus** University Park · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2019Education 2019 · Exchange Student, Information Sciences and Technology (IST) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 1 Research subjects and languages the work is about.[Summarization · 2 works](https://md.research.elamur.ai/free/en/topics/summarization/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/heejin-do/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Behavior-Aware Item Modeling via Dynamic Procedural Solution Representations for Knowledge Tracing](https://md.research.elamur.ai/free/en/papers/seo-2026-behavior-aware-item-modeling-dynamic/)** *(2026 · 2 citations)* Knowledge Tracing (KT) predicts whether a learner will answer a new item correctly based on past responses. 2. **[Exploring Iterative Controllable Summarization with Large Language Models](https://md.research.elamur.ai/free/en/papers/ryu-2026-exploring-iterative-controllable-summarization-large/)** *(2026 · 2 citations)* LLMs write fluent summaries, but it is unclear how well they follow precise user requirements such as a target length or topic focus. 3. **[Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search](https://md.research.elamur.ai/free/en/papers/ryu-2026-adaptive-planning-multi-attribute-controllable/)** *(2026)* The paper tackles multi-attribute controllable summarization, where a summary must meet several user constraints at once: extractiveness, length, specificity, topic and speaker. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Gary Lee](https://md.research.elamur.ai/free/en/authors/gary-lee/) ×3 - [Sangwon Ryu](https://md.research.elamur.ai/free/en/authors/sangwon-ryu/) ×3 - [Jungseul Ok](https://md.research.elamur.ai/free/en/authors/jungseul-ok/) ×2 - [Yunsu Kim](https://md.research.elamur.ai/free/en/authors/yunsu-kim/) ×2 - [Dongwoo Kim](https://md.research.elamur.ai/free/en/authors/dongwoo-kim/) - [Jun Ho Seo](https://md.research.elamur.ai/free/en/authors/jun-ho-seo/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - [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/) ## 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/heejin-do/cited-by/). Updated 1 November 2026