A non-laminated graphene oxide membrane with superhydrophilic and underwater superoleophobic properties was fabricated by sol-gel process for effective oil/water separation. † Electronic Supplementary Information (ESI) available: Porosity calculation, separation apparatus, high magnification top view SEM images of LGM, sliding angle measurement of 1,2-dichloroethane (DCE) droplets on the NLGM in water, separation results for other emulsion systems, SEM images of the NLGM after oil/water emulsion separation performance test, photograph of an underwater oil droplet on the NLGM and simulated underwater drag deformation force tests after oil/water emulsion separation test and element component percentages of GO and the NLGM, and. See A non-laminated graphene oxide membrane crosslinked by polyethyleneimine was prepared via a one-step sol-gel process. In the as-prepared membrane, the GO nanosheets remain disordered as in the sol state to form a randomly arranged GO assembly structure, which results in a much higher flux compared with the general laminated GO membrane prepared via vacuum filtration or spin coating because of the lower flow resistance. Further, this random assembly of GO nanosheets give rise to a hierarchical micro/nanoscale rough structure on the membrane surface. Along with the crosslinking reaction, PEI was grafted onto the GO nanosheets to make them hydrophilic. Combining the hydrophilic surface chemistry with the micro/nanoscale hierarchical surface structure, the non-laminated GO membrane exhibited the desired superhydrophilic and underwater superoleophobic properties. We have tested the membrane to separate a series of surfactant-free and surfactant-stabilized oil-in-water emulsions. A high separation efficiency (>99%) and flux were achieved using only gravity without any extra power, much larger than commerical filtration membranes with similar permeation properties. Moreover, the membrane shows an outstanding antifouling performance for oil droplets and can be recycled easily for long-term use.