Sunwoo Kim
Sunwoo Kim
Ph.D Student at KAIST AI
Verified email at
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Reciprocity in directed hypergraphs: measures, findings, and generators
S Kim, M Choe, J Yoo, K Shin
Data Mining and Knowledge Discovery 37 (6), 2330-2388, 2023
Prototype-based explanations for graph neural networks (Student Abstract)
YM Shin, SW Kim, EB Yoon, WY Shin
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 13047 …, 2022
Classification of Edge-dependent Labels of Nodes in Hypergraphs
M Choe, S Kim, J Yoo, K Shin
arXiv preprint arXiv:2306.03032, 2023
Four-set Hypergraphlets for Characterization of Directed Hypergraphs
H Moon, H Kim, S Kim, K Shin
arXiv preprint arXiv:2311.14289, 2023
Datasets, tasks, and training methods for large-scale hypergraph learning
S Kim, D Lee, Y Kim, J Park, T Hwang, K Shin
Data Mining and Knowledge Discovery 37 (6), 2216-2254, 2023
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
S Kim, S Kang, F Bu, SY Lee, J Yoo, K Shin
The Twelfth International Conference on Learning Representations, 2023
How Transitive Are Real-World Group Interactions?--Measurement and Reproduction
S Kim, F Bu, M Choe, J Yoo, K Shin
arXiv preprint arXiv:2306.02358, 2023
PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks
YM Shin, SW Kim, WY Shin
arXiv preprint arXiv:2210.17159, 2022
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning
J Lee, S Kim, K Shin
arXiv preprint arXiv:2402.11933, 2024
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
SY Lee, S Kim, F Bu, J Yoo, J Tang, K Shin
arXiv preprint arXiv:2402.04621, 2024
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