They said the duo were returning from the bus stand to Veerapanchatram village yesterday when the lorry hit the two wheeler from the rear near a government school.
The two were thrown off and the back wheels of the lorry went over them killing them on the spot.
The lorry driver fled the spot and a search was on to nab him, police said.