They haven't been seen or heard from since.
Police say the two men knew each other, but that their exact relationship is unclear.
Odierno is a 35-year-old resident of Miller Place; the 22-year-old Santos lived in the Washington Heights neighborhood of Manhattan.
Both Suffolk and Nassau county police departments are trying to locate the missing men.