Graph neural networks + symbolic structures
Neuro-Symbolic AI (NSAI) is merging the intuitive power of neural networks with the logical rigor of symbolic reasoning, transforming how machines understand the world.
Several seminal papers and surveys have been published recently that serve as the definitive "state of the art" references: