It depends on the state. In most states, child support is required to continue until the child turns 18, regardless of whether or not they drop out of high school. However, some states allow child...
If you live in the US and they're under 18, yes you still have to pay, unless they become legally emancipated in some way, such as marriage or court decree (which is rarely granted).