Joaquin and Rooney were rumoured to be engaged back in May when the actress was spotted with a huge diamond sparkler. The 'Joker' actor and the 'Girl With The Dragon Tattoo' actress are set to tie the knot, three years after they started dating, US Weekly reports. Joaquin Phoenix and Rooney Mara are engaged after three years of dating.