The news was reported Tuesday by TMZ.
Corey Feldman, 37, is a former child star whose film credits include "Gremlins," "The Goonies," "Stand by Me" and "The Lost Boys." He recently starred with Susie and his former best friend, actor Corey Haim, in the reality television series, "The Two Coreys."
TMZ said Susie Feldman, 26, cited irreconcilable differences as the reason for the split.
The couple have a 5-year-old son.