Siyu Yi
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(16)
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Research topics
Keywords
graph neural network
(3)
prototype learning
(2)
adversarial learning
(2)
contrastive learning
(2)
supervised contrastive learning
(1)
class imbalance
(1)
hypergraphs
(1)
higher-order relationships
(1)
graph machine learning
(1)
group fairness
(1)
labeled data
(1)
graph domain adaptation
(1)
spatial transcriptomics
(1)
node representation
(1)
individual fairness
(1)
low-resource setting
(1)
self-supervised graph learning
(1)
semi-supervised graph learning
(1)
few-shot graph learning
(1)
contrastive adaptation
(1)
Papers
Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data
AAAI 2026
FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering
AAAI 2026
Cluster-guided Contrastive Class-imbalanced Graph Classification
AAAI 2025
PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment
IJCAI 2025
A Survey of Data-Efficient Graph Learning
IJCAI 2024
Hypergraph-enhanced Dual Semi-supervised Graph Classification
ICML 2024