Research Experience
Microsoft Research Asia, Research Intern, Social Computing Group, Beijing, China Sep. 2024 ~
Mentor: Jindong Wang and Xing Xie
Data Intelligence Lab, Research Assistant, KAIST, Daejeon, Korea Mar. 2023 ~
Research Interests: Large Language Models, DB4ML, Societal AI
Proposed an LLM evaluation benchmark automatically genereated from relational databases, allowing automatic verfication of model rationales utilizing database theories. (NeurIPS 2024 Spotlight Presentation)
Mentor: Steven Euijong Whang
VUNO, Research Intern, Brain Lung 3D Team, Seoul, Korea Jul. 2022 ~ Aug. 2022
Focused on Brain Medical AI
Developed a multi-modal deep learning model for ICV Segmentation using both T1 and T2 MRI images
(Frontiers in Neurology 2023)Mentors: Wooseok Jung and Jinyoung Kim
CLAWS-Computational Data Science Lab, UG Research, GATECH, Atlanta, USA Jan. 2022 ~ Jul. 2022
Worked on a collaborative project with Wikipedia deploying a website detecting ban evasion
Presented a demo tool in Wiki Workshop at The Web Conference 2022
Mentors: Gaurav Verma and Srijan Kumar
Data Intelligence Lab, UG Research, KAIST, Daejeon, Korea Jul. 2021 ~ Aug. 2021
Studied aspects of Responsible AI (Fairness, Explainability, Robustness, and Privacy)
Mentors: Yuji Roh and Steven Euijong Whang
NCSOFT, Research Intern, Financial Intelligence Team, Pangyo, Korea Jan. 2021 ~ Feb. 2021
Researched whether deep learning models can successfully predict firms' growth based on financial statements and macroeconomic variables
Mentors: Heehwan Park and Jung Han
Interactive Computing Lab, Research Intern, KAIST, Daejeon, Korea Jul. 2020 ~ Dec. 2020
Researched how human behavior changes with tolerance on goal setting
Introduced a new concept, "margin" in terms of goal setting (CHI' 2021)
Mentors: Gyuwon Jung and Uichin Lee