Sung I*, Lee S*, Pak M, Shin Y, Kim S. AutoCoV: Learning the Spatial and Temporal Dynamics of COVID-19 Spread Patterns from Embedding Space by k-mer Based Deep Learning. International Conference on Intelligent Biology and Medicine (ICIBM 2021), Under review.
Lee T, Lee S, Kang M, Sun Kim. Deep Hierarchical Embedding for Simultaneous Modeling of GPCR Proteins in a Unified Metric Space. Scientific Reports, in revision.
Kim MS, Lee S, Lim S, Lee DY, Kim S. AttentiveCancer: an attention framework using subnetwork level representation of transcriptome for predicting lymph node metastasis in early oral cancer. Bioinformatics, Under review.
Kim I, Lee S, Kim Y, Namkoong H, Kim S. Probabilistic model for pathway-guided gene set selection. ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB 2021), Under review.
Moon JH, Lee S, Hur B, Kim S. MLDEG: A network-based ensemble model to identify differentially expressed genes consistently. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021 March; in press.
Hur B, Kang D, Lee S, Moon JH, Lee G, Kim S. Venn-diaNet: Venn diagram based network propagation analysis framework for computing multiple biological experiments. 30th International Conference on Genome Informatics (GIW) 2019, Dec 9-11, Sydney, Australia.
Lee DH. Lee S, Kim S. PRISM: Methylation Pattern-based, Reference-free Inference of Subclonal Makeup. 27th conference on Intelligent Systems for Molecular Biology (ISMB) 2019, July 21-25, Basel, Switzerland.
Kang D, Ahn H, Lee S, Lee CJ, Hur J, Jung W, Kim S. Identifying stress-related genes and predicting stress types in Arabidopsis using logical correlation layer and CMCL loss through time-series data. IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2018, Dec 3-6, Madrid, Spain.
Lee S, Moon JH, Park Y, Kim S, Flow maximization analysis of cell cycle pathway activation status in breast cancer subtypes, IEEE International Conference on Big Data and Smart Computing (BigComp) 2017, Feb 13-16, Jeju, Korea.
Moon JH, Lim S, Jo K, Lee S, Seo S, Kim S, PINTnet: construction of condition-specic pathway interaction network by computing shortest paths on weighted PPI. 15th Asia Pacific Bioinformatics Conference (APBC) 2017, Jan 16-18, Shenzhen, China.
Chae H, Lee S, Nephew KP, Kim S, Subtype-specific CpG island shore methylation and mutation patterns in 30 breast cancer cell lines. 27th International Conference on Genome Informatics (GIW) 2016, Oct 3-5, Shanghai, China.
Pak M, Jeong D, Moon JH, Ann H, Hur B, Lee S, Kim S. Network Propagation for the Analysis of Multi-Omics Data. Recent Advances in Biological Network Analysis (pp. 185-217). 2021
박은화, 이상선, 김선. 헬스케어 예측을 위한 전자 건강 기록 기반 그래프 컨볼루션 모델. 한국정보과학회 2020 한국컴퓨터종합학술대회 논문집, Vol.2020, pp.569-571. 2020 July.
강동원, 안홍렬, 이상선, 정우석, 김선. 시계열 유전자 발현 데이터의 스트레스 특이 반응 유전자 검출 및 스트레스 예측 알고리즘 개발. 한국정보과학회 2018 한국컴퓨터종합학술대회 논문집, Vol.2018, pp.1063-1065. 2018 Jun.