Donghyun Lee
Trustworthy AI for High-Stakes Forecasting and Simulation
Social Science & AI at HUFS · Seoul, South Korea
Welcome to the Donghyun Lee AI Group. Established in 2017, we are based at Hankuk University of Foreign Studies (HUFS) in Seoul.
We help people and institutions trust AI forecasts and simulated respondents exactly as much as they deserve.
AI now forecasts algal blooms and disease outbreaks, and language models answer surveys in place of people. Some answers are right, some are wrong, and users often cannot tell which.
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Reliability
Check forecasts against real outcomesWe test models on new places and years, and find when to hold back.
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Trust
How people and agencies respondAn algal bloom warning helps only if the water plant acts on it.
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Calibration
Trust should match performanceOur dashboard hpai.kr shows how sure each avian influenza forecast is.
We welcome motivated Master’s and Ph.D. students and interdisciplinary collaborations. Read our alumnus interview with Sangwon Chae of NH Bank.
Contact Prof. Lee at donghyun.lee [at] hufs.ac.kr.