He probably just wants to blame you because it's easier for him to have someone to blame, even if it doesn't make any sense. It isn't your fault, Regulus.
There's nothing to say you both have to celebrate the same way. I would like to celebrate her birthday as well, of course, but you're the most special version of you, to me.