Please identify 'Weed #2' in Fulton, MD
This looks like common ragweed. It is the one that blooms in the fall and causes allergies for some. The flowers are not noticeable but since it blooms at the same time as the lovely yellow Solidago/Goldenrod, that plant is accidently blamed for it.
Here is our page on it: