Namkyeong Lee

Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis

Sein Kim, Namkyeong Lee, Junseok Lee et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 42 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +24

Deep single-cell RNA-seq data clustering with graph prototypical contrastive learning

Junseok Lee, Sungwon Kim, Dongmin Hyun et al. · Bioinformatics · 2023 · 26 citations · Full text

Relational Self-Supervised Learning on Graphs

Namkyeong Lee, Dongmin Hyun, Junseok Lee et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 21 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +16

GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment

Junseok Lee, Yunhak Oh, Yeonjun In et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 16 citations · Full text

Shift-Robust Molecular Relational Learning with Causal Substructure

Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na et al. · 2023 · 14 citations