The 41-year-old 'Safe Haven' star celebrated five years of married life with the Black Eyed Peas star at upscale restaurant Mr Chow in Beverly Hills, reported Contactmusic.
Duhamel thanked his fans for their congratulations and wrote on Twitter, "Thank you all for the well wishes. Much love. JD."
The couple, who welcomed their first child, Axl, into the world in August, tied the knot in a USD 1.5 million ceremony in Malibu, California in front of guests including Kate Hudson, Justin Timberlake and Fergie's band mates will.I.Am, apl.De.Ap and Taboo, before jetting off on honeymoon to Dubai.