Sangseon Lee
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
graph neural network
(2)
domain generalization
(1)
attention mechanism
(1)
expectation maximization
(1)
out-of-distribution generalization
(1)
hierarchical representation
(1)
document classification
(1)
sparse structure learning
(1)
invariant learning
(1)
molecular representation
(1)
cross-attention mechanism
(1)
inductive learning
(1)
de novo design
(1)
word co-occurrence
(1)
word co-occurrence graph
(1)
hierarchical semantic environment
(1)
binding affinity prediction
(1)
protein-ligand interaction
(1)
sentence-level graph
(1)
differentiable pooling
(1)
Papers
BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
ICML 2025
CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
ICLR 2025
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments
CVPR 2024
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification
AAAI 2022