According to one academic source:
The Supreme Court, however, has yet to review the constitutionality of curfews. They declined in 1976 to hear a case about juvenile curfews.
And in somewhat more detail, regarding lower courts' decisions:
Litigants challenging juvenile curfew laws generally have not argued that youth is a “suspect classification” like ...