Soo Yong Lee

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Combinatorial Optimization

Step By Step Guide

Label Propagation

Top Venues

Publications

Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide. CoRR (2024)
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. CoRR (2024)
Geon Lee, Soo Yong Lee, Kijung Shin
VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation. WWW (2024)
Fanchen Bu, Hyeonsoo Jo, Soo Yong Lee, Sungsoo Ahn, Kijung Shin
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More. CoRR (2024)
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. ICLR (2024)
Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective. CoRR (2024)
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide. KDD (2024)
Soo Yong Lee, Fanchen Bu, Jaemin Yoo, Kijung Shin
Towards Deep Attention in Graph Neural Networks: Problems and Remedies. CoRR (2023)
Soo Yong Lee, Juwon Kim, Kiwoong Park, Dong Kuk Ryu, Sang Heun Shim, Kijung Shin
You're Not Alone in Battle: Combat Threat Analysis Using Attention Networks and a New Open Benchmark. CIKM (2023)
Soo Yong Lee, Fanchen Bu, Jaemin Yoo, Kijung Shin
Towards Deep Attention in Graph Neural Networks: Problems and Remedies. ICML (2023)