Graph Neural Networks, Cs224w, Llm, Scaling Law, Artificial Intelligence.
considering the complexity within the graph. The results of testing this hypothesis are presented in Figure 8 and Figure 9. Even with the same parameters, it has been proven that graph topologies with complex structures perform better. These outcomes indicate that the composition of training data,