You're probably better off asking this sort of thing after conversing with them for a bit so you don't come off as a creep. As long as you've established your bona fides you won't, especially if you say it with a smile.
I think I got one rejection, and her response was more of a good natured, laughing 'that sounds fun, but i shouldn't' variety.