Liquid–liquid interfaces in principle have the potential to regulate selectivity of chemical reactions because highly anisotropic microenvironments but not yet been well exploited. Here, we present a liquid–liquid interface-based strategy boost catalytic selectivity, exemplified by selective hydrogenation α,β-unsaturated aldehydes. The key this success is spatially controlled assembly tubular c...