junit: no tests found

I was getting this error, too:

junit.framework.AssertionFailedError: No tests found in …

The reason was that I forgot to specify

defaultConfig {
    ...
    testInstrumentationRunner "android.support.test.runner.AndroidJUnitRunner"
}

After syncing the project, it found the tests. So maybe it helps someone else.