Contact

james319@snu.ac.kr

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International Papers

• Kim Y, Bang D, Koo B, Yi J, Cho C, Choi J, Kim S. MixingDTA: Improved Drug-Target Affinity Prediction by Extending Mixup with Guilt-By-Association, Bioinformatics [Transferred from ISMB/ECCB2025] (Accepted)
• Sung I, Lee SS, Bang D, Yi J, Kim S, Lee SH. MDTR: A Knowledge-Guided Interpretable Representation for Quantifying Liver Toxicity at Transcriptomic Level. Frontiers in Pharmacology. Frontiers in Pharmacology. 2025 Jan 24.
• Yi J, Lee S, Lim S, Cho C, Piao Y, Yeo M, Kim D, Kim S, Lee S. Exploring chemical space for lead identification by propagating on chemical similarity network. Computational and Structural Biotechnology Journal. 2023 Aug 25.
• 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, 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.

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