Graphene-like holey Co3O4 nanosheets are prepared via a bottom-up self-assembly approach. The atomic thickness and mesoporosity provide numerous low-coordinated surface atoms. The lattice structural distortion leads to the redistribution of surface electron density. The Co3O4 nanosheets exhibit high catalytic activity towards oxygen evolution reaction.