Discharging oily waste into environment have caused sever water, soil and air pollution. Mechanical compressible polymeric sponges show great potential in oil/water separation through adsorbing/filtering. However, most of these developed sponges were intermittent/manually in oil/water separation and the fabrication always complex. Herein, we developed superwetting sponge by embedding a handful amount of cellulose at the surface of sponge skeleton and delivered excellent mechanical elasticity and robustness. The cellulose/epoxy sponge (embedding 0.33 w% cellulose) can be compressed to 60 % strain with 60 kPa stress and returned to its original shape after 50 times cyclic strain-stress tests. Increasing the embedding amount generated adverse effects on mechanical elasticity and porosity. The as-fabricated cellulose/epoxy sponge showed high separation efficiency (94–99 %) on various oil/water mixtures and showed stable cyclic separation efficiency (>94 %). The optimized cellulose/epoxy sponge was placed into designed separator to separate dispersed oils showing satisfactory total organic carbon removal efficiency (56.63 %) and the inject flow rate showed adverse effects on separation efficiency. Surface embedding is feasible for fabrication mechanical elastic and robust superwetting sponge. The sponge separator showed high separation efficiency of dispersed oil indicating the great of potential polymeric sponge in practical application.