The Black Parade
American Idiot

Both albums I can listen through all the way, over and over.

Really want to pick up Tommy and Quadrophenia though.

Also, I heard Libertad by Velvet Revolver was loosely a concept album, so if it can be considered one, then it's certainly one of my favorites.