Do I have to disclose the exchange program of participating student as funding in a paper?
It's good manners to acknowledge all sources of funding, and in some cases, may actually be mandated by the funding body. It also costs nothing to add a sentence in the acknowledgements, so overall you should certainly acknowledge the student's funding.