There's nothing in the lore that says they don't use Fusion Rifles, if you really read all the lore you'd know that one of their seven goals is to restore the Golden Age, and lead the Vanguard in innovative technologies. Meaning they want to lead in all the technology that the Vanguard use and used to use. There's nothing stopping them but Bungie.