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Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction
Dynamic multi-relational graphs are an expressive relational representation for data enclosing entities and relations of different types, and where relationships are allowed to vary in time.
Inductive learning for product assortment graph completion
Global retailers have assortments that contain hundreds of thousands of products that can be linked by several types of relationships like style compatibility, "bought together", "watched together", etc.
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