Shuman Zhuang
4 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π
Conference Polyglot
(2)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
Conferences
AAAI (2)
IJCAI (2)
Top co-authors
Keywords
graph neural network
(3)
contrastive learning
(2)
graph contrastive learning
(2)
multi-view learning
(2)
representation learning
(2)
semantic alignment
(1)
graph representation
(1)
generalization bound
(1)
diffusion model
(1)
node classification
(1)
federated graph learning
(1)
graph augmentation
(1)
consistency learning
(1)
neighborhood contrastive
(1)
multi-view graph
(1)
target-oriented learning
(1)
multi-view graph neural network
(1)
neighborhood contrastive learning
(1)
neighborhood contrast
(1)
graph harmonization
(1)
Papers
Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning
AAAI 2026
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement
AAAI 2025
Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network
IJCAI 2025
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations
IJCAI 2025