Junseok Lee

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 14

Top Topics

Relational Learning

Partially Labeled

Data Imputation

Supervised Learning

Top Venues

Publications

Sukwon Yun, Junseok Lee, Chanyoung Park
Single-cell RNA-seq data imputation using Feature Propagation. CoRR (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, 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, Junseok Lee, Dongmin Hyun, Chanyoung Park
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. AAAI (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)