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  • Seoul National University, Graduate School of Data Science
  • Seoul

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gyubinc/README.md

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👋 Hi, I'm Gyubin Choi

Data Science Researcher | Large Language Models | Knowledge Editing | Mixture-of-Experts

Portfolio Email


📚 About

I am a Master's student in Data Science at Seoul National University, focusing on Large Language Models, Knowledge Editing, and Mixture-of-Experts architectures.

My research interests include:

  • 🤖 Conversational AI
  • ✏️ Knowledge Editing & Causal Tracing
  • 🧠 Continual Learning
  • 📖 Machine Reading Comprehension

🎓 Education

Seoul National University | Sep. 2024 – Present
M.S. in Data Science (Advisor: Yohan Jo)

Korea University | Mar. 2018 – Sep. 2024
B.S. in Industrial and Management Engineering


💼 Experience

VAIV Company | Research Intern | Jul. 2025 – Dec. 2025

HOLI Lab, Seoul National University | Research Intern | Dec. 2023 – Sep. 2024

Naver BoostCamp AI Tech NLP (5th) | Mar. 2023 – Aug. 2023

KUBIG (Data Science Academic Society) | Jul. 2022 – Jun. 2023


📄 Publications

Context-Robust Knowledge Editing for Language Models
Haewon Park, Gyubin Choi
ACL Findings 2025
📄 Paper


🏆 Awards

  • Second Prize | Population Forecasting Model Accuracy Comparative Analysis Competition, Hwaseong (Dec. 2023)
  • Chair's Award | KOSIPER, Korea (Nov. 2023)
  • Outstanding Paper Presentation Award | KOSIPER, Korea (Feb. 2023)
  • Capstone Excellence Award | Korea University (Feb. 2023)

🛠️ Skills

Programming: Python, C++, C, R, PostgreSQL, MySQL, CUDA
Frameworks: PyTorch, Hugging Face, scikit-learn, TensorFlow
Certificates: ADsP (2023), SQLD (2023)
Languages: English (OPIc IH, Oct. 2025)


For more details, visit my portfolio website 🌐

Top Langs

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  1. CoRE CoRE Public

    Forked from holi-lab/CoRE

    Context-Robust Knowledge Editing for Language Models (ACL 2025 Findings)

    Python