The disentanglement procedure is optimized using a graph information bottleneck-based objective, with added constraints on the task-irrelevant subgraph to reduce spurious correlations from ...

Graph data, essential in fields like knowledge representation and social networks, often involves large networks with many nodes and edges. Transmitting these graphs can be highly inefficient due to ...