Ciyuan Peng

Physics-Informed Explainable Continual Learning on Graphs

2024 · IEEE Transactions on Neural Networks and Learning Systems

Temporal graph learning has attracted great attention with its ability to deal with dynamic graphs. Although current methods are reasonably accurate, most of them are unexplainable due to their black-box nature. It remains a challenge …