Ziyi Ma
4 papers · 2025–2026 · 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
(10)
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Research topics
Keywords
graph neural network
(3)
graph contrastive learning
(2)
node classification
(2)
spectral augmentation
(1)
distribution shift
(1)
graph topology
(1)
graph transformer
(1)
graph augmentation
(1)
node attribute
(1)
heterophilic graph
(1)
source-free learning
(1)
heterophily graph
(1)
homophilic graph
(1)
adversarial alignment
(1)
pseudo-source reconstruction
(1)
domain adaptation
(1)
linearized transformer
(1)
self-supervised learning
(1)
graph representation learning
(1)