Publications

2024

1. 

   SPrint: Self-Paced Continual Learning with Adaptive Curriculum and Memory Replay

   Min-Seon Kim, Ling Liu, and Hyuk-Yoon Kwon

   IEEE BigData, 2024

   Bib PDF Video Code

   @article{kim2024sprint,
     title = {SPrint: Self-Paced Continual Learning with Adaptive Curriculum and Memory Replay},
     author = {Kim, Min-Seon and Liu, Ling and Kwon, Hyuk-Yoon},
     journal = {IEEE BigData},
     year = {2024}
   }

2. 

   OL4TeX: Adaptive Online Learning for Text Classification under Distribution Shifts

   Min-Seon Kim, Ling Liu, and Hyuk-Yoon Kwon

   IEEE BigData, 2024

   Bib PDF Video Code

   @article{kim2024ol4tex,
     title = {OL4TeX: Adaptive Online Learning for Text Classification under Distribution Shifts},
     author = {Kim, Min-Seon and Liu, Ling and Kwon, Hyuk-Yoon},
     journal = {IEEE BigData},
     year = {2024}
   }

2023

1. 

   Historical credibility for movie reviews and its application to weakly supervised classification

   Min-Seon Kim, Bo-Young Lim, Han-Sub Shin, and 1 more author

   Information Sciences, 2023

   Bib PDF

   @article{kim2023historical,
     title = {Historical credibility for movie reviews and its application to weakly supervised classification},
     author = {Kim, Min-Seon and Lim, Bo-Young and Shin, Han-Sub and Kwon, Hyuk-Yoon},
     journal = {Information Sciences},
     year = {2023}
   }

2022

1. 

   Effective Model Update for Adaptive Classification of Text Streams in a Distributed Learning Environment

   Min-Seon Kim, Bo-Young Lim, Kisung Lee, and 1 more author

   Sensors, 2022

   Bib PDF

   @article{kim2022effective,
     title = {Effective Model Update for Adaptive Classification of Text Streams in a Distributed Learning Environment},
     author = {Kim, Min-Seon and Lim, Bo-Young and Lee, Kisung and Kwon, Hyuk-Yoon},
     journal = {Sensors},
     year = {2022}
   }

2. 

   Distributed Classification Model of Streaming Tweets based on Dynamic Model Update

   Min-Seon Kim, and Hyuk-Yoon Kwon

   IEEE BigComp, 2022

   Bib PDF Code

   @article{kim2022distributed,
     title = {Distributed Classification Model of Streaming Tweets based on Dynamic Model Update},
     author = {Kim, Min-Seon and Kwon, Hyuk-Yoon},
     journal = {IEEE BigComp},
     year = {2022}
   }