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Lee, Soo Yong
5 publications
ICML
2024
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
Soo Yong Lee
,
Sunwoo Kim
,
Fanchen Bu
,
Jaemin Yoo
,
Jiliang Tang
,
Kijung Shin
ICLR
2024
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
Sunwoo Kim
,
Shinhwan Kang
,
Fanchen Bu
,
Soo Yong Lee
,
Jaemin Yoo
,
Kijung Shin
NeurIPS
2024
Rethinking Reconstruction-Based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
Sunwoo Kim
,
Soo Yong Lee
,
Fanchen Bu
,
Shinhwan Kang
,
Kyungho Kim
,
Jaemin Yoo
,
Kijung Shin
ICML
2024
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
Fanchen Bu
,
Hyeonsoo Jo
,
Soo Yong Lee
,
Sungsoo Ahn
,
Kijung Shin
ICML
2023
Towards Deep Attention in Graph Neural Networks: Problems and Remedies
Soo Yong Lee
,
Fanchen Bu
,
Jaemin Yoo
,
Kijung Shin