Rough Buttonweed, a native species, has been added to the USWildflowers database (08/21/2010.) Scientific name is Diodia teres. Photo below was taken in Walker County, Ga on Aug 21, 2010.

Rough Buttonweed, Poor Joe – Diodia teres