Post #2143 266 Jun 23, 2026, 02:59 UTC [2605.31500] On Efficient Scaling of GNNs via IO-Aware Layers Implementationshttps://arxiv.org/abs/2605.31500 arXiv.org On Efficient Scaling of GNNs via IO-Aware Layers Implementations Graph Neural Networks (GNNs) are bottlenecked by sparse, irregular memory access. Popular frameworks such as DGL and PyTorch Geometric support general message passing, but complex layers often... 👍 1