Corporate reputation transmits the information of the corporate inherent attributes, so it can provide effective discrimination signal for those potential strategic partners, and thus to control the adverse selection from strategic alliance partners. This paper introduces reputation into the signaling game model, and testifies that reputation signal brings the game with a separate equilibrium under the condition of reputation cost function. Then, we explain the mechanism and process that the alliance companies discriminate strategic partners by reputation signal.