publications

† Equal contribution * Corresponding author

International Journal International Conference Domestic Journal Domestic Conference

International Journal

  1. The Journal of Supercomputing
    OCSAug: Diffusion-based Optical Chemical Structure Data Augmentation for Improved Hand-drawn Chemical Structure Image Recognition
    Jin Hyuk Kim and Jonghwan Choi*
    The Journal of Supercomputing 2025

Domestic Journal

  1. KTCP
    A Study on Semantic Molecular Prompt Engineering Method for Large Language Model-based Molecular Property Prediction
    Tae-Woong Song, Jin Hyuk Kim, Hyeon Jun Park, and Jonghwan Choi*
    KIISE Transactions on Computing Practices (KTCP) 2026
  2. JOK
    Pretrained Large Language Model-based Drug-Target Binding Affinity Prediction for Mutated Proteins
    Tae-Woong Song, Jin Hyuk Kim, Hyeon Jun Park, and Jonghwan Choi*
    Journal of KIISE (JOK) 2025

International Conference

    Domestic Conference

    1. KCC
      M-WPDTA: Mutation-Aware Drug-Target Affinity Prediction with WildtypeReferenced Dual-Encoder Modeling
      Hyeon Jun Park, Jin Hyuk Kim, Tae-Woong Song, and Jonghwan Choi*
      Korea Computer Congress (KCC): (Poster) 2025
    2. KCC
      A Study on Semantic Molecular Prompt Engineering Method for Large Language Model-based Molecular Property Prediction
      Tae-Woong Song, Jin Hyuk Kim, Hyeon Jun Park, and Jonghwan Choi*
      Korea Computer Congress (KCC): (Poster) 2025
    3. ASK
      A Study on DDPM-based Molecular Generation and Semi-Supervised Learning for Improving the Performance of Optical Chemical Structure Recognition
      Jin Hyuk Kim, Tae-Woong Song, and Jonghwan Choi*
      Annual Symposium of KIPS (ASK): (Oral) 2024