At it's heart, Qt is basically a C++ framework/library, so it's just like invoking Java from regular C++ code.

In other words, JNI is involved.

Not until Google starts offering better support for the NDK.

Except for the libraries noted in the STABLE-APIS.html document, everything else is only available via JNI.