Gun Il Kim

🔭 CURRENT POSITION

Ph.D. Student / Graduate School of Information, Yonsei University, Seoul, South Korea ANDLab

2024

Gun Il Kim, Sunga Hwang, Challenges of Large Language Models: Long-Context, Compression, and Explainability, (2024) -- Work in Progress
Gun Il Kim, Beakcheol Jang, Recent Advances on Biomedical and Healthcare in Task-driven Large Language Model: Methods, Datasets, Applications, IJCAI Survey Track (2024) -- Under Review
Sunga Hwang, Gun Il Kim, Beakcheol Jang, Efficient Compressing and Tuning Methods for Large Language Models: A Survey, Preprint(2024) -- Under Review
Beakcheol Jang, Gun Il Kim, Youngha Kim, Jong Wook Kim, Long-Term COVID-19 Outbreak Prediction using Time Difference Data, Elsevier Journal of Biomedical Informatics (JBI) (2024)
Gun Il Kim, Eun Ha Neul Ko, Kyung Sung Lee and Beakcheol Jang, Comparative clustering analysis on optimizing sales routing problem with time-constraints, Preprint(2024)
Gun Il Kim, Jae Heon Kim, Beakcheol Jang, An Approach on Improving the Recommender System: Predicting Movie Genres Based on Plot Summaries, International Conference on Artificial Intelligence in Inforamtion and Communication (2024)

2023

Gaspard Harerimana, Gun Il Kim and Beakcheol Jang, HSGA: A Hybrid LSTM-CNN Self-Guided Attention to predict the future diagnosis from discharge narratives, IEEE Access (2023)
Gun Il Kim, Sungtae Kim, and Beakcheol Jang, Classification of mathematical test questions using machine learning on datasets of learning management system questions, PloS ONE (2023)
Gun Il Kim and Beakcheol Jang, Petroleum price prediction with CNN-LSTM and CNN-GRU using Skip-Connection, Mathematics (2023)

2022

Beakcheol Jang, Yeongha Kim, Gun Il Kim, and Jong Wook Kim, Deep similarity analysis and forecasting of actual outbreak of major infectious diseases using Internet-sourced data, Elsevier Journal of Biomedical Informatics (JBI) (2022)

Lotte Chilsung Beverage Organizational Optimization on Sales Routing Construction Project (Pos: Project Manager(PM))
ABLETech Collaboration - Development of a customized math curriculum and content provision solution for learners applying AI deep learning (Pos: Project Manager(PM))

M.S., Business Big Data Analysis, Yonsei University, South Korea
B.S., Business Administration & Economics (Double Major), Yonsei University Mirae Campus, South Korea