In a non-regular graph the degree of each node is different.
So, the dimension of the coin operator also needs to be changed (as the number of options the walker has to hop to adjacent nodes will be different) as opposed to for example a 2-d regular graph where coin dimensions are $C^2$ for every node.
Any idea.