Learning Invariant Graph Representations for Out-Of-Distribution Generalization
Haoyang Li, Xin Eric Wang, Ziwei Zhang, Wenwu Zhu
Topics & Concepts
MathematicsGraphGeneralizationInvariant (physics)Artificial intelligenceDiscrete mathematicsCombinatoricsComputer scienceRepresentation (politics)Algebra over a fieldGraph propertyFeature learningGraph theoryTheoretical computer scienceAdvanced Graph Neural NetworksMachine Learning in HealthcareDomain Adaptation and Few-Shot Learning