---
title: "Sunguk Shin — papers of 2026 — 2 papers, the most cited first"
description: "Sunguk Shin — papers of 2026: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Sunguk Shin — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Sunguk Shin](https://md.research.elamur.ai/free/en/authors/sunguk-shin/#years)

**[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/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Sunguk Shin, Hayeong Lee, Jun Ho Seo, et al.*2026*

**[SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger](https://md.research.elamur.ai/free/en/papers/shin-2026-sgt-securing-open-source-llms/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sunguk Shin, Fangzhao Wu, Byung-Jun Lee, et al.*2026*