Junseok Lee

According to our database, Junseok Lee authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Global Context-aware Representation Learning for Spatially Resolved Transcriptomics.

Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park

CoRR, June, 2025

Subgraph Federated Learning for Local Generalization.

Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Single-cell RNA sequencing data imputation using bi-level feature propagation.

Junseok Lee, Sukwon Yun, Yeongmin Kim, Tianlong Chen, Manolis Kellis, Chanyoung Park

Briefings Bioinform., 2024

2023

Single-cell RNA-seq data imputation using Feature Propagation.

Sukwon Yun, Junseok Lee, Chanyoung Park

CoRR, 2023

Task-Equivariant Graph Few-shot Learning.

Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Conditional Graph Information Bottleneck for Molecular Relational Learning.

Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park

Proceedings of the International Conference on Machine Learning, 2023

Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis.

Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Self-supervised graph representation learning via positive mining.

Namkyeong Lee, Junseok Lee, Chanyoung Park

Inf. Sci., 2022

GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment.

Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Relational Self-Supervised Learning on Graphs.

Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Augmentation-Free Self-Supervised Learning on Graphs.

Namkyeong Lee, Junseok Lee, Chanyoung Park

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022