Long Island foliage

In the summertime, Long Island turns into a lush, humid jungle. Both sides of the road to the beach were clogged with vegetation. I don't know what sort of tree this is; from far away, it tricks you into believing it is a mimosa, but then you get closer and you see that it's not. Anyone know what tree this is?
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