MOFs were firstly modified via a new method by introduction of Cu and Ce oxides. The modified MOFs were applied in adsorptive desulfurization. Cu and Ce increased adsorption via π-complexation and direct bond, respectively. Ce oxide increased reusability of adsorbent and resistance to aromatics.