Yinhua Piao
5 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Taxonomy Completionist
(10)
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Research topics
Keywords
graph neural network
(2)
domain generalization
(1)
attention mechanism
(1)
expectation maximization
(1)
out-of-distribution generalization
(1)
document classification
(1)
sparse structure learning
(1)
invariant learning
(1)
electronic health record
(1)
clinical note
(1)
hypergraph neural network
(1)
inductive learning
(1)
de novo design
(1)
patient representation
(1)
word co-occurrence
(1)
molecular structure
(1)
multi-view alignment
(1)
word co-occurrence graph
(1)
hierarchical semantic environment
(1)
cross-modal projection
(1)
Papers
BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
ICML 2025
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model
EMNLP 2025
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments
CVPR 2024
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning
ACL 2023
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification
AAAI 2022