Baloen GTK allows you to create, modify, save and load graphs from many popular formats. You can also simulate various famous graph algorithms such as for example hamiltonian cycle and breadth first search. But that's not all...  For a showcase of the full possibilities, check out http://www.youtube.com/watch?v=O8FpRwV6X-M