How do you catch a big channel catfish?

The place I fish has tons of channel cats but I can never catch the big ones I've used bigger baits like bluegill and the mud-vain in a cod but they dont take it, recently one of the channels I caught had scares from a bigger channel cat so I know there are big fish there. At night you can here big fish jumping in that area.