The invention discloses a method for improving production of a lignocellulosic enzyme line from filamentous fungi and an application of the filamentous fungi in fermentation of microbial bio-based chemicals, and belongs to the field of genetic engineering. According to the method, high-affinity glucose transporter of the filamentous fungi is transformed by virtue of such genetic engineering approaches as knocking-out, mutation, importing and the like, and an obtained engineering strain has the advantages. The filamentous fungi include, but not limited in, neurospora, myceliophthora, trichoderma, aspergillus, penicillin, fusarium and the like; genes of the transporter include NCU10021 (HGT-1) and a homologous gene thereof as well as NCU04963 (HGT-2) and a homologous gene thereof; any one or two genes are knocked out, or bases of any one or two genes are mutated, or expression of any one or two genes is decreased. The engineering strain, which is obtained by importing the transporter into a microbial strain in an exogenous mode or by changing endogenous expression of the transporter, can gain or enhance a glucose transporting and utilizing capacity, and subsequently, a capacity of producing such bio-based chemicals as organic acid, organic alcohol and the like through fermentation can be gained or improved.