Evolving Graph Learning for Out-of-Distribution Generalization in Non-stationary Environments

Qingyun Sun, Jiayi Luo, Haonan Yuan +4

Graph neural networks have shown remarkable success in exploiting the spatial and temporal patterns on dynamic graphs. However, existing GNNs exhibit poor generalization ability un…