Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay

Fan Zhou, Chengtai Cao

Graph Neural Networks (GNNs) have recently received significant research attention due to their superior performance on a variety of graph-related learning tasks. Most of the curre…