Dongmin Bang

eugenomics@snu.ac.kr

Bang D, Koo B, Kim S. Transfer Learning of Condition-Specific Perturbation in Gene Interactions Improves Drug Response Prediction. [From The 32nd Intelligent Systems for Molecular Biology (ISMB)]
Lee D, Lee D, Bang D, Kim S. DiSCO: Diffusion Schrödinger Bridge for Molecular Conformer Optimization. AAAI 2024. 2024
Gu J, Bang D, Yi J, Lee S, Kim DK, Kim S. A model-agnostic framework to enhance knowledge graph-based drug combination prediction with drug–drug interaction data and supervised contrastive learning. Briefings in Bioinformatics. 2023 Aug 7.
Bang D, Lim S, Lee S, Kim S. Biomedical knowledge graph learning for drug repurposing by extending guilt-by-association to multiple layers. Nature Communications. 2023 June 15.
Shin J, Piao Y, Bang D, Kim S, Jo K. DRPreter: Interpretable Anticancer Drug Response Prediction Using Knowledge-Guided Graph Neural Networks and Transformer. International Journal of Molecular Sciences (IJMS). 2022 Nov 11.
Bang D, Gu J, Park J, Jeong D, Koo B, Yi J, Shin J, Jung I, Kim S, Lee S. A Survey on Computational Methods for Investigation on ncRNA-Disease Association through the Mode of Action Perspective. International Journal of Molecular Sciences (IJMS). 2022 Sep 29.
Lim S, Lee S, Piao Y, Choi MG, Bang D, Gu J, Kim S. On Modeling and Utilizing Chemical Compound Information with Deep Learning Technologies: A Task-oriented Approach. Computational and Structural Biotechnology Journal (CSBJ). 2022 Aug 4.