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Junseok Lee
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Augmentation-free self-supervised learning on graphs
N Lee, J Lee, C Park
Proceedings of the AAAI conference on artificial intelligence 36 (7), 7372-7380, 2022
2292022
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
332023
Heterogeneous graph learning for multi-modal medical data analysis
S Kim, N Lee, J Lee, D Hyun, C Park
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5141-5150, 2023
272023
Relational self-supervised learning on graphs
N Lee, D Hyun, J Lee, C Park
Proceedings of the 31st ACM international conference on information …, 2022
242022
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
202023
Self-supervised graph representation learning via positive mining
N Lee, J Lee, C Park
Information Sciences 611, 476-493, 2022
112022
Grafn: Semi-supervised node classification on graph with few labels via non-parametric distribution assignment
J Lee, Y Oh, Y In, N Lee, D Hyun, C Park
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
112022
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
92023
Single-cell RNA sequencing data imputation using bi-level feature propagation
J Lee, S Yun, Y Kim, T Chen, M Kellis, C Park
Briefings in Bioinformatics 25 (3), bbae209, 2024
52024
Single-cell RNA-seq data imputation using feature propagation
S Yun, J Lee, C Park
ICML 2023 Workshop on Computational Biology, 2023
52023
Subgraph Federated Learning for Local Generalization
S Kim, Y Lee, Y Oh, N Lee, S Yun, J Lee, S Kim, C Yang, C Park
arXiv preprint arXiv:2503.03995, 2025
2025
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
Y Oh, J Lee, Y Kim, N Lee, C Park
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Articles 1–12