The accident happened at about midspan, on the lanes heading into New Jersey.
Police say a 39-year-old Williamstown, New Jersey man rear-ended the New Jersey Transit bus just before 7 a.m. He was killed.
Two people on the bus, a 44-year-old man and 55-year-old woman, were injured, but not seriously.