What would an Ice Cream party be called?

Yep, it's called an Ice Cream Social. Try getting photos of a 1950's malt shop, photos of milk shakes, sundaes, banana splits, ice cream cones, egg creams, ice cream floats, are all examples of items from an ice cream parlor. Try making your collage like a menu perhaps?