Soo Yong Lee

23 papers A* 8A 2Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption.
AAAI
Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin
2025 — conf
'Hello, World!': Making GNNs Talk with LLMs.
EMNLP (Findings)
Sunwoo Kim, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2025 J jnl
'Hello, World!': Making GNNs Talk with LLMs.
CoRR
Sunwoo Kim, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2025 A conf
A Tutorial on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide.
CIKM
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
2025 J jnl
Emergence of psychopathological computations in large language models.
CoRR
Soo Yong Lee, Hyunjin Hwang, Taekwan Kim, Yuyeong Kim, Kyuri Park, Jaemin Yoo, Denny Borsboom, Kijung Shin
2025 J jnl
Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption.
CoRR
Sunwoo Kim, Soo Yong Lee, Kyungho Kim, Hyunjin Hwang, Jaemin Yoo, Kijung Shin
2025 — conf
On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and Applications.
KDD (1)
Hyeonsoo Jo, Hyunjin Hwang, Fanchen Bu, Soo Yong Lee, Chanyoung Park, Kijung Shin
2025 J jnl
On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and Applications.
CoRR
Hyeonsoo Jo, Hyunjin Hwang, Fanchen Bu, Soo Yong Lee, Chanyoung Park, Kijung Shin
2024 A* conf
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide.
KDD
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
2024 J jnl
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide.
CoRR
Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin
2024 A* conf
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective.
ICML
Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin
2024 J jnl
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective.
CoRR
Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin
2024 A* conf
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs.
ICLR
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2024 J jnl
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs.
CoRR
Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin
2024 — conf
Prediction Is NOT Classification: On Formulation and Evaluation of Hyperedge Prediction.
ICDM (Workshops)
Taehyung Yu, Soo Yong Lee, Hyunjin Hwang, Kijung Shin
2024 A* conf
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy.
NeurIPS
Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin
2024 J jnl
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy.
CoRR
Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin
2024 A* conf
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More.
ICML
Fanchen Bu, Hyeonsoo Jo, Soo Yong Lee, Sungsoo Ahn, Kijung Shin
2024 J jnl
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More.
CoRR
Fanchen Bu, Hyeonsoo Jo, Soo Yong Lee, Sungsoo Ahn, Kijung Shin
2024 A* conf
VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation.
WWW
Geon Lee, Soo Yong Lee, Kijung Shin
2023 A* conf
Towards Deep Attention in Graph Neural Networks: Problems and Remedies.
ICML
Soo Yong Lee, Fanchen Bu, Jaemin Yoo, Kijung Shin
2023 J jnl
Towards Deep Attention in Graph Neural Networks: Problems and Remedies.
CoRR
Soo Yong Lee, Fanchen Bu, Jaemin Yoo, Kijung Shin
2023 A conf
You're Not Alone in Battle: Combat Threat Analysis Using Attention Networks and a New Open Benchmark.
CIKM
Soo Yong Lee, Juwon Kim, Kiwoong Park, Dong Kuk Ryu, Sang Heun Shim, Kijung Shin