Kyungwoo Song | Yonsei BCCI

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Kyungwoo Song
ORCID Google Scholar

{"firstName":"Kyungwoo","lastName":"Song","position":"Assistant Professor","department":"Department of Applied Statistics, Department of Statistics and Data Science","homepages":["https://mlai.yonsei.ac.kr/"],"homepage":"https://mlai.yonsei.ac.kr/","orcid":"","googleScholar":"https://scholar.google.com/citations?user=HWxRii4AAAAJ&hl=ko","emails":["kyungwoo.song@yonsei.ac.kr"],"email":"kyungwoo.song@yonsei.ac.kr","phoneOffice":"02-2123-2473","phoneNumbers":[],"phoneLab":"","thumbAlt":"","listDescription":"","listThumbAlt":"","visibility":"public","researchKeywords":["Generative Models","Foundation Models","Agentic AI","Trustworthy AI","Causality"],"researchInterest":["New architectures and training methods for efficient foundation models (e.g., Diffusion Language Models).","Advancing reasoning capabilities to develop agentic AI that can proactively solve problems involving novel data patterns.","Scalable causal representation learning methods for training foundation models with causal understanding.","Methodologies for validating and improving the reliability of foundation models (e.g., uncertainty and trustworthiness).","Mechanistic interpretability methods to understand the internal mechanisms of foundation models and enhance explainability."],"education":[{"period":"2017-2021","content":"KAIST (Ph.D. in Industrial & Systems Engineering)"},{"period":"2015-2017","content":"KAIST (M.S. in Industrial & Systems Engineering)"},{"period":"2010-2015","content":"KAIST (B.S. in Mathematical Sciences)"}],"career":[{"period":"2023-Present","content":"Assistant Professor at Yonsei University"},{"period":"2021-2023","content":"Assistant Professor at University of Seoul"}],"patents":[{"year":"2025","content":"Device and method for generating artificial intelligence model (Patent)"},{"year":"2025","content":"Device and method for training artificial intelligence model (Patent)"}],"awards":[{"period":"2025","content":"Teaching Award"},{"period":"2025","content":"Best Paper Award at CVPR 2025 Workshop"}]}

Faculty

Kyungwoo Song
ORCID Google Scholar

Research Keywords

Research Interest

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Professional Career

Patent & Technology transfer

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Faculty

Kyungwoo Song ORCID Google Scholar

Research Keywords

Research Interest

Education

Professional Career

Patent & Technology transfer

Awards and Honors

Kyungwoo Song
ORCID Google Scholar