The family of titanium oxide superconductors exhibits many intriguing phenomena comparable to cuprates and iron pnictides/chalcogenides, and thus provides an ideal platform to contrastively study the unconventional pairing mechanism of high-temperature superconductors. Here, we successfully deposit superconducting Mg-Ti-O films on MgAl 2 O 4 substrates with three principal orientations by ablating a MgTi 2 O 4 target. Particularly, it is striking to observed that a single-crystalline film of an unintended structure has been grown on the (011)oriented substrate, with the highest zero resistance transition temperature (T c0 ) of 5.0 K among them. The film has a highly reduced Mg/Ti ratio and an orthorhombic Ti 9 O 10 -like structure (denoted as Mg: Ti 9 O 10 ), demonstrated by further characterizations of chemical composition and structure. Such a structure is unstable in bulk but favorable to be epitaxially stabilized on the (011)-surface of MgAl 2 O 4 due to a relatively small strain at the formed interface. An isotropic upper critical field (B c2 ) up to 13.7 T that breaks the Pauli limit is observed in the Mg: Ti 9 O 10 film, analogous to other superconducting titanium oxides. The similarity points to a common origin for the superconductivity in the family, which will provide valuable opinions for the mechanism of unconventional superconductivity in transition metal compounds.