Before revision:  GNNs are an inductive bias that effectively encodes combinatorial and relational input due to their permutation-invariance and sparsity awareness .
After revision:  GNNs are an inductive bias that effectively encodes combinatorial and relational input due to their invariance to permutations and awareness of input sparsity .