Hi! Welcome!
It sounds as if the quick release lever is not tight enough. To tighten it, open the lever and turn it (or the round knob on the opposite side) and then close. I once read that it should be tough enough to close to leave an impression on your hand, but not so tough that you'll never be able to open it again.