Giyeong Oh
Scholar

Giyeong Oh

Google Scholar ID: LzzcroEAAAAJ
Integrated Course, Department of Artificial Intelligence in Yonsei University
PEFTPersonalizationNetwork Architecture
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Citations & Impact
All-time
Citations
138
 
H-index
2
 
i10-index
2
 
Publications
7
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
8 items
A Matched-Budget Audit Framework for Recaptioned Image-Text Supervision Distributions
2026
Cited
0
Random Is Hard to Beat: Active Selection in online DPO with Modern LLMs
2026
Cited
0
Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation
2025
Cited
0
SlumpGuard: An AI-Powered Real-Time System for Automated Concrete Slump Prediction via Video Analysis
2025
Cited
0
Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks
2025
Cited
0
SEAL: Entangled White-box Watermarks on Low-Rank Adaptation
2025
Cited
0
TIPO: Text to Image with Text Presampling for Prompt Optimization
arXiv.org · 2024
Cited
1
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
arXiv.org · 2024
Cited
5
Resume
Academic Achievements
  • Involved in several open-source projects including but not limited to sd-scripts (forked from kohya-ss/sd-scripts), ortho-residual (official implementation revisiting residual connections), DoRA (forked from NVlabs/DoRA), etc.
Education
  • B.S. in Physics, Yonsei Univ.; Integrated Course in Artificial Intelligence, Yonsei Univ.
Background
  • Holds a Bachelor of Science degree in Physics and completed an integrated course in Artificial Intelligence at Yonsei University.
Miscellany
  • Active on GitHub; has a strong interest in the field of artificial intelligence.