Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study

Ziyang Cheng, Zhixun Li, Yuhan Li +6

Nowadays, real-world data, including graph-structure data, often arrives in a streaming manner, which means that learning systems need to continuously acquire new knowledge without…