Junseok Lee

PhD student, KAIST

Joined

February 2023

Names

Junseok Lee (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

****@uth.tmc.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

KAIST (ee.kaist.ac.kr)

2023 – 2026

Researcher

University of Texas Health Center at Houson (uth.tmc.edu)

2024 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Chanyoung Park

2023 – 2026

Expertise

No areas of expertise listed

Publications

AbBiBench: A Benchmark for Antibody Binding Affinity Maturation and Design
Xinyan Zhao, Yi-Ching Tang, Akshita Singh, Victor J Cantu, KwanHo An, Junseok Lee, Adam E Stogsdill, Ibraheem Hamdi, Ashwin Kumar Ramesh, Zhiqiang An, Xiaoqian Jiang, Yejin Kim
- Submitted to ICLR 2026
- Readers: Everyone
Disentangling Hyperedges through the Lens of Category Theory
Yoonho Lee, Junseok Lee, Sangwoo Seo, Sungwon Kim, Yeongmin Kim, Chanyoung Park
- NeurIPS 2025 poster
- Readers: Everyone
Capturing functional context of genetic pathways through hyperedge disentanglement
Yoonho Lee, Junseok Lee, Sangwoo Seo, Sungwon Kim, Yeongmin Kim, Chanyoung Park
- MLGenX 2025
- Readers: Everyone
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park
- ICML 2025 poster
- Readers: Everyone
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
Yunhak Oh, Junseok Lee, Yeongmin Kim, Namkyeong Lee, Chanyoung Park
- Submitted to ICLR 2025
- Readers: Everyone
Naturality-Guided Hyperedge Disentanglement for Message Passing Hypergraph Neural Network
Yoonho Lee, Junseok Lee, Sangwoo Seo, Sungwon Kim, Chanyoung Park
- Submitted to ICLR 2025
- Readers: Everyone
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
Sukwon Yun, Xin Liu, Yunhak Oh, Junseok Lee, Tianlong Chen, Tsuyoshi Murata, Chanyoung Park
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Toward Generalizability of Graph-based Imputation on Biomedical Tabular-based Missing Data
Sukwon Yun, Yunhak Oh, Junseok Lee, Xin Liu, Tsuyoshi Murata, Dongmin Hyun, Sein Kim, Tianlong Chen, Chanyoung Park
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Subgraph Federated Learning for Local Generalization
Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park
- ICLR 2025 Oral
- Readers: Everyone
Subgraph Federated Learning for Local Generalization
Sungwon Kim, Yoonho Lee, Carl Yang, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Chanyoung Park
- FedKDD 2024 Oral
- Readers: Everyone

View all 20 publications

Co-Authors

View all 29 co-authors