Having made a little research previously, made up my opinion that these constructions ("there's no point (in)"/"it's no use") are used in the same way, so that it'd be correct to say:
There is no point in (it's no use) giving up at all.
Yes, those are both correct. Personally I would use There is no point in giving up at all.