A series of lithium-based lean-burn NO x trap catalysts Pt/Li/TiO 2 -Al 2 O 3 were prepared by sequential impregnation. The doping of TiO 2 into the support Al 2 O 3 significantly enhances the sulfur-resistance performance of the catalyst Pt/Li/Al 2 O 3 . On TiO 2 -Al 2 O 3 mixed oxides, the Pt and lithium species are more highly dispersed, giving higher NO x storage capacity, as compared with those on Al 2 O 3 and TiO 2 . In situ DRIFTS reveals that the NO x storage on Pt/Li/TiO 2 -Al 2 O 3 mainly proceeds on -OLi sites forming bidentate nitrate species at 500°C. The catalyst Pt/Li/TiO 2 -Al 2 O 3 with 40% TiO 2 in the support is the most promising one applicable to the lean-burn NO x abatement.