Who got the money from the students? That is who should pay.
Confiscate college endowments to forgive the loans. If more money is needed, go after the pensions/401k funds of the professors and university staff. And if even more is needed, force the universities to trans out a loan for the balance.
Require colleges and universities to cosign the debt of their students. Then they would provide education which will train for employment.