Dongyoung Go
dongyoung4091[at]gmail[dot]comCurriculum Vitae
I am an Applied Scientist at Naver Corporation, with over four years of industry experience in AI research and development. I'm currently working on the development of Multi-modal Large Language Models (MLLMs) for search and its robust safety mechanisms. I received my PhD in Applied Statistics from Yonsei University, with a focus on Bayesian machine learning, and distributional alignment methods.
My research lies at the intersection of statistical social science and artificial intelligence, aiming to advance trustworthy AI that is both technically robust and socially beneficial. To achieve this, I explore two key directions: developing framework to maximize reliability of LLMs (e.g. addressing reward overoptimization and enhancing steerability) and investigating the social impact of AI through large-scale human subject studies (e.g. how AI methods can better support human decision-making).
Please feel free to read through my cv, and contact me. Thank you!