The incident happened just after 3 a.m. on February 4 at a building on University Avenue in the Fordham section.
Authorities say the suspects cut a hole in the floor of a vacant apartment to gain access to the apartment below.
They got away with cash and a laptop computer.
Anyone with information is asked to call Crime Stoppers at (800) 577-TIPS (8477).