Sungwon Kim

According to our database, Sungwon Kim authored at least 11 papers between 2023 and 2025.

Collaborative distances:

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

2025

Disentangling Hyperedges through the Lens of Category Theory.

Yoonho Lee, Junseok Lee, Sangwoo Seo, Sungwon Kim, Yeongmin Kim, Chanyoung Park

CoRR, October, 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

DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning.

Seungyoon Choi, Wonjoong Kim, Sungwon Kim, Yeonjun In, Sein Kim, Chanyoung Park

Proceedings of the ACM on Web Conference 2024, 2024

Self-Explainable Temporal Graph Networks based on Graph Information Bottleneck.

Sangwoo Seo, Sungwon Kim, Jihyeong Jung, Yoonho Lee, Chanyoung Park

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Unsupervised Episode Generation for Graph Meta-learning.

Jihyeong Jung, Sangwoo Seo, Sungwon Kim, Chanyoung Park

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Predicting Density of States via Multi-modal Transformer.

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

CoRR, 2023

Deep single-cell RNA-seq data clustering with graph prototypical contrastive learning.

Junseok Lee, Sungwon Kim, Dongmin Hyun, Namkyeong Lee, Yejin Kim, Chanyoung Park

Bioinform., 2023

Interpretable Prototype-based Graph Information Bottleneck.

Sangwoo Seo, Sungwon Kim, Chanyoung Park

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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