Carbon points in lignin were prepared by hydrothermal method at 180 °C for 12 h. Carbon points with diameters of 1–5 nm were observed by transmission electron microscopy. The prepared lignin carbon point solution was put into the synthesis system of Mil-125(Ti) derivative porous titanium dioxide (M–TiO2) with 10, 15 and 20 mL, respectively, at 150 °C and 48 h to obtain CQDs/M–TiO2 composite photocatalyst series. Through a series of characterization and analysis of its structure and morphology, it is proved that the carbon point is successfully recombined with Mil-125(Ti) derivative porous titanium dioxide (M–TiO2). Through ultraviolet–visible-near-infrared diffuse reflection and flat band potential analysis, we determined that CQDs can improve the light absorption range of porous titanium dioxide (M–TiO2), a derivative of Mil-125(Ti), and calculated the band structure of the material. It is proved that CQDs and Mil-125(Ti) derivative porous titanium dioxide(M–TiO2) constitute a type I heterojunction. Photoelectrochemical analysis shows that CQDs/M–TiO2 composite catalyst has better separation and transport efficiency than M–TiO2 photogenerated electrons and holes. The photocatalytic hydrogen production activity test at a wavelength of > 380 nm showed that the hydrogen production rate of CQDs-15/M–TiO2 composite reached 6715 μmol/h g, which was 5.6 times that of M–TiO2 alone (1200 μmol/h g).