Semiconductor structure and method for forming the semiconductor structure are provided. An exemplary method includes: providing a substrate, including a first region and a second region; forming a gate structure over the substrate; forming a first interlayer dielectric layer over the substrate; forming a plurality of metal plugs in the first interlayer dielectric layer; forming a second interlayer dielectric layer over the first interlayer dielectric layer; forming a first via in the first region exposing a metal plug, and a second via in the second region exposing the first interlayer dielectric layer by etching the second interlayer dielectric layer; fully filling the first via with a first tungsten layer; forming an adhesion layer over the first tungsten layer, the second interlayer dielectric layer, and a sidewall and bottom of the second via; and fully filling the second via with a second tungsten layer.