A Ti 3+ -rich rutile TiO 2 with a surface lattice expansion structure was constructed by H 2 treatment, on which the supported Pt single atoms were stabilized in a highly oxidized state under a CO oxidation reaction atmosphere and had a weaker affinity for CO, thus exhibiting robust catalytic performance.