AcceptedWORKSHOPFirst author
SkillCombiner: Optimizing Agent Skills via Edit Combination Search
Poster
Seungbeom Park, Jaewon Chu, Hyunwoo J. Kim
Second Workshop for Research on Agent Language Models (REALM @ EMNLP) · 2026
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I am an undergraduate student in AI computing at KAIST. My work sits around machine learning: how models learn, where they fail, and how to turn what we learn about them into systems people can actually use. My first-author paper SkillCombiner was accepted to the REALM Workshop at EMNLP 2026, and ScatterPIN, a co-authored paper, was accepted to IEEE S&P 2027.
Outside of research I write software for its own sake, this site included. If any of this overlaps with what you are working on, my inbox is open.
Research interests
- Machine Learning
- Natural Language Processing
- ML Systems
- Human-AI Interaction
Signals
News
- publication
ScatterPIN, a co-authored paper on RF backscatter side-channel attacks, was accepted to IEEE S&P 2027.new
- publication
SkillCombiner was accepted to the REALM Workshop at EMNLP 2026 as a poster.
- misc
This site went live.
Research
Publications
2 total1 first author0 under review
AcceptedCONFERENCE
ScatterPIN: PIN Inference Attack on Touch Keypad Door Locks via RF Backscatter Side Channel
Changgeon Kang, Dongjin Seo, Jonghyuk Yun, Seungbeom Park, Junyong Kim, Jun Han
IEEE Symposium on Security and Privacy (S&P) · 2027
- PDFsoon
- arXivsoon
- Codesoon