Poluyanov (; masculine) or Poluyanova (; feminine) is a Russian last name shared by the following people:

(1922—1945), Hero of the Soviet Union Natalia Poluyanova (born 1981), Russian politician Nikolay Poluyanov (born 1952), Russian politician Valeri Poluyanov (1943–2015), Soviet footballer