Chaetominine (CHA), a marine-derived quinazolinone alkaloid with significant cytotoxic activity, is restricted by low yields on pharmacological research, which needs to be settled urgently. In this work, the selection of additional nitrogen sources, optimization of the addition concentration and addition time of ammonium acetate, were investigated. CHA production was optimized to 62.1 mg/L with the addition of 50 mM ammonium acetate at 120 h of the fermentation in the shaker flask. This feeding strategy significantly increased 3-deoxy-arabino-heptulosonate-7-phosphate synthase activity and transcript levels of critical genes (laeA, dahp and trpC) in the shikimate pathway compared with the non-treatment group. In addition, the selection of feeding rate (0.01 and 0.03 g/L/h) was investigated in a 5-L bioreactor. And, CHA production was increased 57.9 mg/L with a 0.01 g/L/h ammonium acetate feeding rate. This work showed the strategy of ammonium acetate supplement had an effective role in improving CHA production by Aspergillus fumigatus CY018. This strategy could provide a precious experience for the large-scale fermentation of marine fungus in submerged culture.