New delay-independent and delay-dependent stability criteria for linear systems with multiple time-varying delays are established by using the me-domain method. The results are derived based on a new-type stability theorem for general retarded dynamical systems and new analysis techniques developed in the author’s previous work. Unlike some results in the literature, all of the established results do not depend on the derivative of time-varying delays. Therefore, they are suitable for the case with very fast me-varying delays. In addition, some remarks are also given to explain the obtained results and to point out the limitations of the previous results in the literature.