Photo-catalytic reduction of CO2 to produce valuable hydrocarbons is a promising process to not only alleviate the issue of massive CO2 emissions, but also provide a strategy to convert solar energy to chemical energy. It has been extensively studied in last 10 years. In this brief review, the basic concepts as well as an introduction of this advanced process are included. Meanwhile, challenges and possible approaches are also pointed out. Future works were also suggested at last.