Weak-reduction graphene oxide membrane for improving water purification performance

•Graphene oxide membrane was reduced controllably by UV-irradiating.•The reduction process was realized without any additional agent.•More pristine sp2 domains in rGO membrane promoted the transport of water molecules.•A better separation performance was obtained with the weak-reduced GO membrane.