The name is derived from such Polish place names (settlement names) as Wiśniewa, Wiszniowa, Wiśniewo or Wiśniów with the suffix -ski and refers to a place of residence, origin or estate. Variants: Wiszniewski, Wiśniowski, Wiszniowski.