The couple tied the knot in an intimate ceremony in front their nearest and dearest The Beverly Hills Hotel today.
"BEST.DAY.EVER 🕊👰🏻🤵🏻," the Vine star, 31, captioned a photo of the pair sharing a kiss in white bath robes and slippers.
Lee, 55, and Furlan announced their engagement in February with the Furlan sharing a photo of her love heart-shaped diamond ring.
This is the fourth marriage for the former Mötley Crüe dummer. He was previously married to Elaine Bergen from 1984 to 1985, Heather Locklear from 1986 to 1993 and Pamela Anderson from 1995 to 1998.
Lee and Anderson share two sons together - Brandon, 21, and Dylan, 20.