Research Scientist in LG AI Research
Research Scientist in LG AI Research
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Careers
Careers
2023.03 ~ Present: Research Scientist in LG AI Research
field: Time Series Forecasting (General Modeling), Diffusion-based generative model, NLP
in Advanced ML Lab(Leader: Moontae Lee), LG AI Research
2022.03 ~ 2023.08: Master’s Researcher in Yonsei University
field: fundamental AI
in Big Data Analysis Lab (BigDyl), Yonsei University (Advisor: Prof. Noseong Park)
(Co-Advisor: Prof. Kookjin Lee in Arizona State University, Prof. Dongeun Lee in Texas A&M University-Commerce, Prof. Sanghyun Hong in Oregon State University)
2021.09 ~ 2021.12: Research Course for Undergraduates in Yonsei University
field: applied AI + Cyber security
in Cyber Security Lab (CySec), Yonsei University (Advisor: Prof. Dokyung song)
2020.07 ~ 2022.02: Research Internship in Yonsei University
field: fundamental AI
in Big Data Analysis Lab (BigDyl), Yonsei University (Advisor: Prof. Noseong Park)
(Research with Samsung SDS)
Education
Education
2022.03~ present: Master’s Degree
in Yonsei University (Bachelor-Master’s connection program)
Major: Computer Science
Essential Courses: Machine Learning, Recent Trends in Computer Vision, Deep Learning for Natural Language Processing, Generative modeling)
2016.03 ~ 2022.02: Bachelor’s Degree
in Yonsei University
Major: Statistics & Computer Science, Major GPA: 4.28/4.3, GPA: 4.2/4.3
Essential Courses: Linear Algebra, Mathematical Statistics(1,2), Stochastic Process, Deep Learning, Network data Analysis (A+ for all)
Awards
Awards
2022: Excellent paper awards in the 1st Yonsei AI workshop with Invertible Tabular GANs: Killing Two Birds With One Stone for Tabular Data Synthesis
2022: Excellent paper awards in the 1st Yonsei AI workshop with Lord: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations
2021: Excellent award in data analysis task hosted by Korea Land and Housing Corporation (LH) [git]
2020: Certificate of excellence in the project of a Database Management System course [git]
Scholarship
Scholarship
2022.09 ~ present: SBS cultural foundation for Master's degree (all tuitions and 1000$ per month).
2016.03 ~ 2022.02: Yonsei Unviersity, Guwon Foundation, and Song-gok Cultural Scholarship Foundation for Bachelor's degree (total 20000$)
Patent
Patent
2022: Extrapolation and interpolation-based controlled differential equations for time-series classification and forecasting (Issued number: DP-2022-1334)
2021: Method and apparatus for generating synthetic data (Issued number: DP-2021-1498)
2021: Method and apparatus for generative adversarial networks in conditional tabular data generation based on NODEs (Issued number: DP-2021-1282)
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