It depends what the plant was. Anything like willow or elderberry will just shoot back up again.
Personally, i'd make a cross in the top of the stump with a saw, get some neat roundup and mix it 50/50 with water. maybe add another 25% diesel and pour onto the cross. Do this for a couple of days and it should do it a treat.
Worked for me.



