  We show that the coercivity of the modified Ding functional leads to the
existence of a certain kind of balanced metrics and their convergence to the
K\"ahler-Ricci soliton modulo automorphisms. In our results, we do not assume
that the vanishing of the higher order modified Futaki invariants introduced by
Berman-Nystr\"om.
