The paper claims node attribute shift matters more than topology shift in graph domain adaptation, but the proof and loss formulation contain critical errors.
Adversarial deep network embedding for cross-network node classification
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On the Benefits of Attribute-Driven Graph Domain Adaptation
The paper claims node attribute shift matters more than topology shift in graph domain adaptation, but the proof and loss formulation contain critical errors.