  Some new techniques are employed to release significantly the requirements on
the step size of the truncated Milstein method, which was originally developed
in Guo, Liu, Mao and Yue (2018). The almost sure stability of the method is
also investigated. Numerical simulations are presented to demonstrate the
theoretical results.
