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The mixed ownership reform of China is a kind of further partial privatization for the listed state-owned enterprises (SOEs), and an opportunity for non-state-owned enterprises (non-SOEs) to expand their commerce boundaries. The purpose of this paper is to investigate the effect of heterogeneous blockholders on corporate innovation. Spanning the analysis with listed companies in China from 2007 to 2017, we find that heterogeneous blockholders have a significant positive effect on enterprise innovation. Lowering agency costs and improving corporate innovation efficiency are the two plausible mechanisms. From further research, we find that compared with non-SOEs, the positive effect of heterogeneous blockholders on enterprise innovation is more pronounced for SOEs, and the effect is more positive with the improvement of relative power balance between heterogeneous blockholders. The paper sheds light on the innovation effects of mixed-ownership reform in emerging and transitioning countries. JEL Classification : G32, M13, D23, G34 [ABSTRACT FROM AUTHOR]