• Email: [email protected]

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

• Natural Language Processing
• Biomedical Text Analysis
• Multimodal AI
• Efficient AI

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

• TOEFL 108, TOEIC 980
• JLPT N2, JPT 700