Siyu Yi
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
AAAI (3)
IJCAI (2)
ICML (1)
Top co-authors
Keywords
graph neural network
(3)
adversarial learning
(2)
prototype learning
(2)
contrastive learning
(2)
class imbalance
(1)
graph machine learning
(1)
group fairness
(1)
labeled datum
(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)
adversarial proto-instance
(1)
pseudo-label alignment
(1)
deep graph clustering
(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
Hypergraph-enhanced Dual Semi-supervised Graph Classification
ICML 2024
A Survey of Data-Efficient Graph Learning
IJCAI 2024