publications

Full publications on Google Scholar.
Dagger(†) means equal contribution.

2023

  1. AI4Science
    Stoichiometry Representation Learning with Polymorphic Crystal Structures
    Namkyeong Lee,  Heewoong Noh, Gyoung S. Na, Tianfan Fu, Jimeng Sun, and Chanyoung Park
    2023
    PDF Code
  2. NeurIPS
    Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer
    Namkyeong Lee†,  Heewoong Noh†, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, and Chanyoung Park
    In Conference on Neural Information Processing Systems (NeurIPS) 2023
    PDF Code
  3. ML4Materials
    Predicting Density of States via Multi-modal Transformer
    Namkyeong Lee†,  Heewoong Noh†, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, and Chanyoung Park
    2023
    PDF Code