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lurker18/README.md

Gun Il Kim

๐Ÿ”ญ CURRENT POSITION

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

โญ๏ธ RESEARCH INTEREST

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

๐Ÿ“’ PAPERS

2024

  • Gun Il Kim, Sunga Hwang, Beakcheol Jang, A Survey of Lightweight Techniques for Large Language Models: Focusing on Attention, Model, and Memory, IEEE Computational Intelligence Magazine -- Preprint(2024)
  • Gun Il Kim, Sunga Hwang, Jong Hyeon Choi, Beakcheol Jang, GREMS: Global Reranking with Multiple Search on Retrieval Augmented Large Language Models, AAAI Conference Main Track (2024) -- Under Review
  • Sunga Hwang, Gun Il Kim, Beakcheol Jang, Efficient Compressing and Tuning Methods for Large Language Models: A Survey, Computing Surveys, 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)

๐Ÿ”จ PROJECTS

  • 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))

๐Ÿ’ฌ EDUCATION

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

๐Ÿ’ป PROGRAMMING & OS

  • PyTorch TensorFlow C++
  • Docker Kubernetes
  • Oracle
  • Ubuntu Windows

๐ŸŽ–๏ธ CERTIFICATE

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

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