Scalable GNN-based Knowledge Graph Representation Learning with Efficient Message Passing.

arXiv:2609.34499v1 Announce Type: cross Abstract: Graph neural networks (GNNs) excel at representation learning on Knowledge Graphs (KGs), achieving stateof-the-art performance on tasks like link prediction or entity classification. However, their high computa