The invention discloses a method for regulating the micropore structure of a polylactic acid porous membrane through an in-situ polymerization method. In the method of the present invention, polylactic acid is first dissolved in an organic solvent, and after fully dissolving, a film-forming precursor solution is prepared; under nitrogen protection, a bifunctional monomer and an initiator are added to the film-forming precursor solution for in-situ polymerization, and the reaction ends After standing still for defoaming, the casting solution is obtained. The casting solution is poured onto a glass plate to obtain a nascent film, which is then immediately transferred to a deionized water bath, and after immersion for a certain period of time, a shaped polylactic acid film is obtained. By controlling the time of in-situ polymerization, the structure of the support layer of the PLA membrane can gradually change from a finger-like macroporous structure to a complete interpenetrating network structure, which has high flux, high-efficiency selective permeation and good hydrophilicity, and is suitable for As a hemodialysis membrane, it is used to separate medium molecular weight uremic solutes while retaining large molecular weight proteins.