Does the Rogue have a preamp output/input? Some integrateds have this, where you can run the signal through an outboard processor (in this case, you would run it through the sub's crossover), and then back into the integrated's amplifier stage. If so, then look into a Vandersteen 2Wq sub, should work very well for you at a good price. I would normally recommend REL subs over the Vandys, but in your case, where you would like to take some load off the tube amp, you want a sub that has a high-pass filter built in.
If the Rogue doesn't have a preamp out/in loop, then you're pretty much stuck replacing either it or your speakers.
If the Rogue doesn't have a preamp out/in loop, then you're pretty much stuck replacing either it or your speakers.