The AGAP2-AS1 expression level was significantly upregulated in NSCLC tissues and negatively correlated with poor prognostic outcomes in patients. In vitro loss- and gain-of-function assays revealed that AGAP2-AS1 knockdown inhibited cell proliferation, migration and invasion, and induced cell apoptosis. In vivo assays also confirmed the ability of AGAP2-AS1 to promote tumor growth. Furthermore, mechanistic investigation showed that AGAP2-AS1 could bind with enhancer of zeste homolog 2 and lysine (K)-specific demethylase 1A, and recruit them to KLF2 and LATS2 promoter regions to repress their transcription. Taken together, our findings indicate that AGAP2-AS1 may act as an oncogene by repressing tumor-suppressor LATS2 and KLF2 transcription.