An interconnection structure, along with methods of forming such, are described. The structure includes a first conductive feature having a two-dimensional material layer, a second conductive feature disposed over the first conductive feature, and a dielectric material disposed adjacent the first and second conductive features. The dielectric material extends from a level of a bottom of the first conductive feature to a level of a top of the second conductive feature.