Could you tell me how long the does the Adobe considers New vs Returning visitor?
If we launch an activity to New Visitors audience, when would the user be classified as Returning Visitor and stop bucketing into the Activity?
Yes, they can easily be used as entry criteria. You just set it up in your Audience Refinements. Go to Audience -> Visitor Profile -> New Visitor.