--- title: "Jun Ho Seo — author profile and papers — Elamur Research" description: "Jun Ho Seo, Pohang University of Science and Technology: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/jun-ho-seo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jun-ho-seo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jun Ho Seo # Jun Ho Seo Jun Ho Seo has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Byung-Jun Lee](https://md.research.elamur.ai/free/en/authors/byung-jun-lee/), [Gary Lee](https://md.research.elamur.ai/free/en/authors/gary-lee/), [Heejin Do](https://md.research.elamur.ai/free/en/authors/heejin-do/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139777381) · [**h-index 0**](https://openalex.org/authors/A5139777381) · [3 works](https://openalex.org/works?filter=author.id:A5139777381) · [0 citations](https://openalex.org/works?filter=author.id:A5139777381&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jun-ho-seo/#papers) · 🔗 Cited 1 time in our library · [⭐ Paper Stars ranking: #11188](https://md.research.elamur.ai/free/en/paper-stars/page/112/#star-11188) 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=Jun+Ho+Seo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jun+Ho+Seo) · [dblp](https://dblp.org/search?q=Jun+Ho+Seo) · [ACL Anthology](https://aclanthology.org/search/?q=Jun+Ho+Seo) ## Affiliations [🎓**Korea University** Seoul · South Korea 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/korea-university/) · [🎓**Pohang University of Science and Technology** Pohang · South Korea 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/pohang-university-of-science-and-technology/) 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 4 The field of science this work belongs to (OpenAlex fields).[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/) · [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.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jun-ho-seo/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. **[GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-Making](https://md.research.elamur.ai/free/en/papers/shin-2026-graphmind-llms-as-dynamic-knowledge/)** *(2026)* LLM agents in interactive environments usually reason over only a short window of recent steps. This approach fails when tasks are long and the world is only partly visible. Retrieval-augmented methods such as GraphRAG rely on fixed, pre-built knowledge, so they cannot absorb facts that emerge during interaction.… ## Co-authors here 5 co-authors with a page, the most papers together first. - [Byung-Jun Lee](https://md.research.elamur.ai/free/en/authors/byung-jun-lee/) - [Gary Lee](https://md.research.elamur.ai/free/en/authors/gary-lee/) - [Heejin Do](https://md.research.elamur.ai/free/en/authors/heejin-do/) - [Sangwon Ryu](https://md.research.elamur.ai/free/en/authors/sangwon-ryu/) - [Sunguk Shin](https://md.research.elamur.ai/free/en/authors/sunguk-shin/) ## 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 ## Cited by Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026