Preprints
Hayoung Oh, Dongseok Lee. Youtube Spam comments Classification by using LSTM-Focusing on Tokenization of sentence and artificial neural network.(2020).
Namjung Kim, Dongseok Lee, Youngjoon Hong. Data-Efficient Deep Generative Model with Discrete Latent Representation for High-Fidelity Digital Materials. (2023).
Namjung Kim, Dongseok Lee, Chanyoung Kim, Dosung Lee, Youngjoon Hong. Simple arithmetic operation in latent space can generate a novel three dimensional graph metamaterials. (2024).
Gung-Min Gie, Youngjoon Hong, Chang-Yeol Jung, Dongseok Lee. Singular Layer Physics-Informed Neural Network Method for Convection-Dominated Boundary Layer Problems in Two Dimensions. (2024).
Mingu Kang, Dongseok Lee, Woojin Cho, Kookjin Lee, Anthony Gruber, Nathaniel Trask, Youngjoon Hong, Noseong Park. Can we pre-train ICL-based SFMs for the zero-shot inference of the 1D CDR problem with noisy data? (2024).
Mingu Kang, Dongseok Lee, Woojin Cho, Jaehyeon Park, Kookjin Lee, Anthony Gruber, Youngjoon Hong, Noseong Park. MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data. (2024).
Expository papers
Master's Thesis
Music