Ruiyi Fang
5 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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Rising Star
(5)
Top co-authors
Research topics
Keywords
graph domain adaptation
(2)
graph neural network
(2)
prototype learning
(1)
knowledge transfer
(1)
graph representation
(1)
non-iid data
(1)
prototype clustering
(1)
graph signal
(1)
domain-invariant representation
(1)
ordinal classification
(1)
deep imbalanced regression
(1)
soft labeling
(1)
group-aware contrastive learning
(1)
continuous target
(1)
classifier collaboration
(1)
intra-class similarity
(1)
cross-network learning
(1)
node attribute alignment
(1)
benchmark
(1)
alignment
(1)
Papers
Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure
AAAI 2026
Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning
AAAI 2026
Homophily Enhanced Graph Domain Adaptation
ICML 2025
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression
AAAI 2025
On the Benefits of Attribute-Driven Graph Domain Adaptation
ICLR 2025