Multi-period models for Asset Liability Management and their applications are summarized and related research papers are commented on. Specifically, the problem is addressed from the following aspects, that is, Multiperiod stochastic programming models for asset liability management, Bank's asset liability management, pension fund and insurance company, financial planning, dynamic asset allocation and scenario generation. At last, some directions remained to be studied are presented based on domestic research and application situation.