Namkyeong Lee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 23

Top Topics

Relational Learning

Dirichlet Prior

Language Modeling Approaches

Partially Labeled

Top Venues

Publications

Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun
Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models. CoRR (2024)
Kanghoon Yoon, Yeonjun In, Namkyeong Lee, Kibum Kim, Chanyoung Park
Debiased Graph Poisoning Attack via Contrastive Surrogate Objective. CoRR (2024)
Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park
Task Relation-aware Continual User Representation Learning. CoRR (2023)
Namkyeong Lee, Heewoong Noh, Gyoung S. Na, Tianfan Fu, Jimeng Sun, Chanyoung Park
Stoichiometry Representation Learning with Polymorphic Crystal Structures. CoRR (2023)
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)
Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park
Conditional Graph Information Bottleneck for Molecular Relational Learning. CoRR (2023)
Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park
Task-Equivariant Graph Few-shot Learning. KDD (2023)
Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park
Shift-Robust Molecular Relational Learning with Causal Substructure. CoRR (2023)
Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park
Conditional Graph Information Bottleneck for Molecular Relational Learning. ICML (2023)
Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park
Task Relation-aware Continual User Representation Learning. KDD (2023)
Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park
Shift-Robust Molecular Relational Learning with Causal Substructure. KDD (2023)
Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park
Predicting Density of States via Multi-modal Transformer. CoRR (2023)
Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. AAAI (2023)
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 (2023)
Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park
Task-Equivariant Graph Few-shot Learning. CoRR (2023)
Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park
Heterogeneous Graph Learning for Multi-modal Medical Data Analysis. CoRR (2022)
Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park
Relational Self-Supervised Learning on Graphs. CoRR (2022)
Namkyeong Lee, Junseok Lee, Chanyoung Park
Self-supervised graph representation learning via positive mining. Inf. Sci. 611 (2022)
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 (2022)
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)
Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park
Relational Self-Supervised Learning on Graphs. CIKM (2022)
Namkyeong Lee, Junseok Lee, Chanyoung Park
Augmentation-Free Self-Supervised Learning on Graphs. AAAI (2022)
Namkyeong Lee, Junseok Lee, Chanyoung Park
Augmentation-Free Self-Supervised Learning on Graphs. CoRR (2021)