Biocatalytic reduction catalyzed by aldo-keto reductases (AKRs) is a valuable approach for asymmetric synthesis of chiral alcohols. In this study, four novel aldo-keto reductases with significant activity and stereoselectivity toward a variety of alpha-keto esters and halogen-substituted acetophenones were identified by genome mining. Through analysis of the crystal structure and multiple-sequence alignment of the starting AKR YvgN from Bacillus subtilis, residues F25 and W113 were proposed as the key positions that might control the stereoselectivity of YvgN. F25S and F25S/W113F variants of YvgN were able to improve its activity and stereoselectivity toward some alpha-keto ester compounds and halogen-substituted acetophenone derivatives. In addition, similar enhancement of catalytic activity and stereoselectivity was also found in the other three AKRs with corresponding mutations of starting YvgN.