An interconnect structure and a method of forming an interconnect structure are disclosed. The interconnect structure includes a low-k (LK) dielectric layer over a substrate; a first conductive feature in the LK dielectric layer, wherein the first conductive feature has a first sidewall, a second sidewall facing the first sidewall, and a first bottom surface contacting the LK dielectric layer; a first dielectric feature along an upper portion of the first sidewall, wherein a length of the first dielectric feature is at least 10 percent less than a length of the first sidewall; and a second dielectric feature along an upper portion of the second sidewall. The interconnect structure may also include a second conductive feature adjacent to the first conductive feature in the LK dielectric layer.