Integrated circuit interconnect structures having a metal oxide adhesive layer between conductive interconnects and dielectric material, as well as related apparatuses and methods are disclosed herein. For example, in some embodiments, an integrated circuit interconnect structure may include a dielectric layer having 60% or more filler, a conductive layer, and a metal oxide adhesive layer between the dielectric and conductive layers. In some embodiments, the metal oxide adhesive layer may include one or more of aluminum oxide, chromium oxide, and nickel oxide.