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Namkyeong Lee
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2020 – today
- 2024
- [i14]Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun:
Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models. CoRR abs/2407.09043 (2024) - [i13]Kanghoon Yoon, Yeonjun In, Namkyeong Lee, Kibum Kim, Chanyoung Park:
Debiased Graph Poisoning Attack via Contrastive Surrogate Objective. CoRR abs/2407.19155 (2024) - [i12]Bohao Xu, Yingzhou Lu, Yoshitaka Inoue, Namkyeong Lee, Tianfan Fu, Jintai Chen:
Protein-Mamba: Biological Mamba Models for Protein Function Prediction. CoRR abs/2409.14617 (2024) - 2023
- [c9]Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park:
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. AAAI 2023: 5141-5150 - [c8]Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park:
Conditional Graph Information Bottleneck for Molecular Relational Learning. ICML 2023: 18852-18871 - [c7]Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park:
Task Relation-aware Continual User Representation Learning. KDD 2023: 1107-1119 - [c6]Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park:
Task-Equivariant Graph Few-shot Learning. KDD 2023: 1120-1131 - [c5]Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park:
Shift-Robust Molecular Relational Learning with Causal Substructure. KDD 2023: 1200-1212 - [c4]Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park:
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer. NeurIPS 2023 - [i11]Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park:
Predicting Density of States via Multi-modal Transformer. CoRR abs/2303.07000 (2023) - [i10]Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park:
Conditional Graph Information Bottleneck for Molecular Relational Learning. CoRR abs/2305.01520 (2023) - [i9]Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park:
Shift-Robust Molecular Relational Learning with Causal Substructure. CoRR abs/2305.18451 (2023) - [i8]Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park:
Task-Equivariant Graph Few-shot Learning. CoRR abs/2305.18758 (2023) - [i7]Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park:
Task Relation-aware Continual User Representation Learning. CoRR abs/2306.01792 (2023) - [i6]Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park:
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer. CoRR abs/2311.12856 (2023) - [i5]Namkyeong Lee, Heewoong Noh, Gyoung S. Na, Tianfan Fu, Jimeng Sun, Chanyoung Park:
Stoichiometry Representation Learning with Polymorphic Crystal Structures. CoRR abs/2312.13289 (2023) - 2022
- [j1]Namkyeong Lee, Junseok Lee, Chanyoung Park:
Self-supervised graph representation learning via positive mining. Inf. Sci. 611: 476-493 (2022) - [c3]Namkyeong Lee, Junseok Lee, Chanyoung Park:
Augmentation-Free Self-Supervised Learning on Graphs. AAAI 2022: 7372-7380 - [c2]Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park:
Relational Self-Supervised Learning on Graphs. CIKM 2022: 1054-1063 - [c1]Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park:
GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment. SIGIR 2022: 2243-2248 - [i4]Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park:
GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment. CoRR abs/2204.01303 (2022) - [i3]Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park:
Relational Self-Supervised Learning on Graphs. CoRR abs/2208.10493 (2022) - [i2]Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park:
Heterogeneous Graph Learning for Multi-modal Medical Data Analysis. CoRR abs/2211.15158 (2022) - 2021
- [i1]Namkyeong Lee, Junseok Lee, Chanyoung Park:
Augmentation-Free Self-Supervised Learning on Graphs. CoRR abs/2112.02472 (2021)
Coauthor Index
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last updated on 2024-10-16 21:24 CEST by the dblp team
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