Cutting it down will do nothing to control it. You need to bruise it and then spray with a glyphosate-based weedkiller, probably more than once.
Where you have it attempting to invade, you could try digging it out as it's effectively a runner,and then think about putting a barrier in the way. We had it come up in our garage once, but a spray of weedkiller and it never came back.