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Sungwon Kim
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Conditional graph information bottleneck for molecular relational learning
N Lee, D Hyun, GS Na, S Kim, J Lee, C Park
International Conference on Machine Learning, 18852-18871, 2023
112023
Deep single-cell RNA-seq data clustering with graph prototypical contrastive learning
J Lee, S Kim, D Hyun, N Lee, Y Kim, C Park
Bioinformatics 39 (6), btad342, 2023
82023
Task-Equivariant Graph Few-shot Learning
S Kim, J Lee, N Lee, W Kim, S Choi, C Park
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22023
Interpretable Prototype-based Graph Information Bottleneck
S Seo, S Kim, C Park
Advances in Neural Information Processing Systems 36, 2024
12024
Predicting Density of States via Multi-modal Transformer
N Lee, H Noh, S Kim, D Hyun, GS Na, C Park
arXiv preprint arXiv:2303.07000, 2023
12023
DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning
S Choi, W Kim, S Kim, Y In, S Kim, C Park
arXiv preprint arXiv:2402.13711, 2024
2024
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer
N Lee, H Noh, S Kim, D Hyun, GS Na, C Park
Advances in Neural Information Processing Systems 36, 2024
2024
Unsupervised Episode Generation for Graph Meta-learning
J Jung, S Seo, S Kim, C Park
arXiv preprint arXiv:2306.15217, 2023
2023
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