2026
gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity
ICLR 2026poster
Graph Neural Networks (GNNs) leverage the graph structure to transmit information between nodes, typically through the message-passing mechanism. While these models have found a wide variety of applications, they are known to suffer from over-squashing, where information from a large receptive field…