Description
Principal Neighbourhood Aggregation (PNA) is a general and flexible architecture for graphs combining multiple aggregators with degree-scalers (which generalize the sum aggregator).
Papers Using This Method
Integrated Super-resolution Sensing and Symbiotic Communication with 3D Sparse MIMO for Low-Altitude UAV Swarm2025-04-18Mixed Delay/Nondelay Embeddings Based Neuromorphic Computing with Patterned Nanomagnet Arrays2024-12-05Graph Mixer Networks2023-01-29Do We Need Anisotropic Graph Neural Networks?2021-04-03Principal Neighbourhood Aggregation for Graph Nets2020-04-12