Your profile says Alabama, they appear to be understory type deciduous trees, and the leaves are shiny ovular and pointed. Can't quite tell accurately from the pictures their arrangement or size.
Could you have found a stand of pawpaws?
The geography, leaf shape and growth habits seem right.