Byung-Jun Lee
Byung-Jun Lee has 2 papers in our library, in 2026, most of them on Language models & pretraining, Bias, fairness & safety; often with Sunguk Shin, Fangzhao Wu, Jun Ho Seo.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksBias, fairness & safety · 1 work
Works by year
2020s
Papers
- GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-Making (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.… - SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger (2026)
Open-weight LLMs can be stripped of their safety alignment by malicious fine-tuning (MFT) on harmful data.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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