The current inventors have realized that heat-treating oxidized Ru metal films under high-vacuum conditions (i.e., gas pressure of about 1 mtorr, or lower) or in the presence of an inert gas such as Ar or N2 but not H2 gas can provide void-free Cu filling of high-aspect ratio recessed features.