I have a special list of my characters' birthdays date in their own universe. There is also a scene of the main character's birthday in the story.
If it's the kind of birthday of their creation dates, I don't remember then. They are actually are old characters that went through continous revamp.
What I do to celebrate it, though? Nothing. I always forget.