Yes, welcome to ATP. I agree with Sue that certain aphids seem to prefer only some plants. I get yellow aphids every year on my milkweed plants, and black aphids on some types of nasturtium. The aphids that appear on the citrus trees occasionally are light green.
I would say that although your Heliopsis are still growing and blooming, that many aphids must be doing at least some damage. You could try just spraying them off with the hose, maybe two or three times to get all the generations to see if that slows them down, and also if the plants grow better or make bigger flowers without all those little suckers living on their stems.
If you wanted to get (casually) scientific about it, spray off the aphids on only some plants and see if those plants suddenly do better than the ones left to the aphids?
But be sure to let us know - we are a curious bunch here!