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ORCIDJunseok Lee 0002
Person information
- affiliation: Korea Advanced Institute of Science and Technology (KAIST), Department of Industrial and Systems Engineering, Daejeon, South Korea
Other persons with the same name
- Junseok Lee (aka: Jun-Seok Lee) — disambiguation page
- Junseok Lee 0001 — Korea Advanced Institute of Science and Technology (KAIST), Department of Industrial and Systems Engineering, Daejeon, Korea
- Junseok Lee 0003
![[0000-0001-5212-2657]](/web/20180317132104*/https://developer.android.com/reference/java/sql/package-https-dblp.org/img/orcid-mark.12x12.png "0000-0001-5212-2657")
— Gwangju Institute of Science and Technology (GIST), School of Integrated Technology, Gwangju, South Korea - Junseok Lee 0004 — Kangnam University, Department of Data Science, Yongin, Republic of Korea (and 2 more)
- Junseok Lee 0005 — Seoul National University, Seoul, South Korea
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2020 – today
- 2025
[c9]Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park:
Subgraph Federated Learning for Local Generalization. ICLR 2025- [c8]Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park:
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics. ICML 2025 - [c7]Sukwon Yun, Xin Liu, Yunhak Oh, Junseok Lee, Tianlong Chen, Tsuyoshi Murata, Chanyoung Park:
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features. KDD (2) 2025: 3704-3715 - [i11]Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park:
Subgraph Federated Learning for Local Generalization. CoRR abs/2503.03995 (2025) - [i10]Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park:
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics. CoRR abs/2506.15698 (2025) - [i9]Sukwon Yun, Xin Liu, Yunhak Oh, Junseok Lee, Tianlong Chen, Tsuyoshi Murata, Chanyoung Park:
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features. CoRR abs/2508.01209 (2025) - [i8]Yoonho Lee, Junseok Lee, Sangwoo Seo, Sungwon Kim, Yeongmin Kim, Chanyoung Park:
Disentangling Hyperedges through the Lens of Category Theory. CoRR abs/2510.16289 (2025) - 2024
- [j3]Junseok Lee, Sukwon Yun, Yeongmin Kim, Tianlong Chen, Manolis Kellis, Chanyoung Park:
Single-cell RNA sequencing data imputation using bi-level feature propagation. Briefings Bioinform. 25(3) (2024) - 2023
- [j2]Junseok Lee, Sungwon Kim, Dongmin Hyun, Namkyeong Lee, Yejin Kim, Chanyoung Park:
Deep single-cell RNA-seq data clustering with graph prototypical contrastive learning. Bioinform. 39(6) (2023) - [c6]Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park:
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. AAAI 2023: 5141-5150 - [c5]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 - [c4]Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park:
Task-Equivariant Graph Few-shot Learning. KDD 2023: 1120-1131 - [i7]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) - [i6]Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park:
Task-Equivariant Graph Few-shot Learning. CoRR abs/2305.18758 (2023) - [i5]Sukwon Yun, Junseok Lee, Chanyoung Park:
Single-cell RNA-seq data imputation using Feature Propagation. CoRR abs/2307.10037 (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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