Institutional investors do matter in financial market, but they have been seriously ignored in financial theory. In this paper, we derive a closed-form solution to optimal dynamic asset allocation of institutional investors. We find that the optimal dynamic asset allocation of institutional investors contains two components: the benchmark hedge component and the size hedge component. The benchmark hedge component indicates that institutional investors take care of the volatility of benchmark portfolio. The size hedge component displays the reputation concern of institutional investors.