Spectral Methods
Bipartite Graphs
Graphs which are bipartite may have the nodes split into two sets with no two nodes in the same set being linked by an edge.
They have a spectrum which is symmetric:
\[(\lambda_1,\lambda_2,\lambda_3,\ldots,-\lambda_3,-\lambda_2,-\lambda_1)\]