• Jungeun Kim$^{*}$, Junwon You$^{*}$, Dongjin Lee$^{*}$, Ha Young Kim, Jae-Hun Jung. Do Topological Characteristics Help in Knowledge Distillation? Forty-first International Conference on Machine Learning, 2024. https://openreview.net/forum?id=2dEH0u8w0b



  • Dongjin Lee$^{*}$, Seong-Heon Lee$^{*}$, Jae-Hun Jung. The Effects of Topological Features on Convolutional Neural Networks – An Explanatory Analysis via Grad-CAM. Machine Learning: Science and Technology, 2023. https://doi.org/10.1088/2632-2153/ace6f3


  • Mai Lan Tran$^{*}$, Dongjin Lee$^{*}$, Jae-Hun Jung, Machine composition of Korean music via topological data analysis and artificial neural network, Journal of Mathematics and Music, 2023.DOI: 10.1080/17459737.2023.2197905


  • Dongjin Lee, Christopher Bresten, Kookhyoun Youm, Ki-Weon Seo, Jae-Hun Jung, Model discrepancy using topological data analysis and convolutional neural network analysis, International Journal of Modern Physics C, Vol. 31, No 08, 2050117, 2020. DOI: 10.1142/S012918312050117X