Khatami was received at John F. Kennedy Airport by representatives of the Iranian delegation to the United Nations, the state-run news agency ISNA reported on Friday.
He is expected to travel to Chicago and Washington D.C. later today.
Khatami was President of Iran from 1997 to 2005.