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Namkyeong Lee
Namkyeong Lee
Verified email at kaist.ac.kr - Homepage
Title
Cited by
Cited by
Year
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
1342022
Relational self-supervised learning on graphs
N Lee, D Hyun, J Lee, C Park
Proceedings of the 31st ACM International Conference on Information …, 2022
152022
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
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
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
72023
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
62022
Self-supervised graph representation learning via positive mining
N Lee, J Lee, C Park
Information Sciences 611, 476-493, 2022
52022
Shift-robust molecular relational learning with causal substructure
N Lee, K Yoon, GS Na, S Kim, C Park
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
32023
Task Relation-aware Continual User Representation Learning
S Kim, N Lee, D Kim, M Yang, C Park
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22023
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
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
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
Stoichiometry Representation Learning with Polymorphic Crystal Structures
N Lee, H Noh, GS Na, T Fu, J Sun, C Park
arXiv preprint arXiv:2312.13289, 2023
2023
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Articles 1–13