Soo Yong Lee
7 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Interdisciplinary Bridge π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Triple Crown
π
Grand Slam
Conferences
ICML (3)
AAAI (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(3)
node classification
(2)
zero-shot learning
(1)
link prediction
(1)
anomaly detection
(1)
graph anomaly detection
(1)
attention mechanism
(1)
graph representation
(1)
graph attention
(1)
reconstruction error
(1)
deep architecture
(1)
graph convolution
(1)
node representation
(1)
graph autoencoder
(1)
deep representation
(1)
linguistic representation
(1)
large language model
(1)
unsupervised learning
(1)
graph-level anomaly
(1)
representation learning
(1)
Papers
Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption
AAAI 2026
βHello, World!β: Making GNNs Talk with LLMs
EMNLP 2025
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
ICLR 2024
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
NIPS 2024
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
ICML 2024
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
ICML 2024
Towards Deep Attention in Graph Neural Networks: Problems and Remedies
ICML 2023