The development of efficient photoelectrodes to accelerate photoelectrochemical carbon dioxide reduction reaction (PEC-CO2RR) to obtain value-added chemicals or fuels is remarkably significant. Although Cu2O-based three-dimensional (3D) heterojunctions have emerged as promising materials for the selective generation of C2 products, they are still plagued by the stability of Cu+ in the Cu2O phase. In this work, we developed a binder-free Cu/Cu2O/CuO/Pd nanorods heterojunction via simple oxidation/reduction procedures to stabilize Cu+ in the Cu2O phase by incorporating high-work function Pd nanoparticles as a co-catalyst. The incorporated Pd not only stabilizes Cu+ through charge transfer from Cu2O to Pd but also enhances the stability of the *CO intermediate to improve C–C coupling for the formation of the C2 products, primarily acetate, and acetaldehyde. The Cu/Cu2O/CuO/Pd photoelectrode exhibits a superior Faradaic efficiency (FE) to produce acetate (21.4%) acetate and acetaldehyde (20.8%) at a negative potential of − 1.4 V (vs RHE), which are 3.5 and 19 times higher than that of Cu/Cu2O/CuO photoelectrode. Moreover, the Cu/Cu2O/CuO photoelectrode produces a maximum hydrogen gas evolution of ∼70% at − 1.2 V (vs RHE). Furthermore, compared to the Cu/Cu2O/CuO photoelectrode, the Cu/Cu2O/CuO/Pd photoelectrodes exhibit remarkable stability for a 5-h operation even at a higher negative applied potential of − 1.2 V vs RHE in CO2-saturated 0.1 M KHCO3. The stabilization of the Cu2O (111) phase is confirmed by the appearance of a characteristic X-ray diffraction and X-ray photoelectron peaks after PEC-CO2RR. These results indicate that the proposed high-stability Cu/Cu2O/CuO/Pd photoelectrode provides a new pathway to produce more C2 products of acetaldehyde and acetate.