Acetone works well to remove CA, but it evaporates almost instantly on contact.

Your best bet is to apply a liberal amount to a rag then cover the CA spilled area with the rag quickly.

This gives the Acetone more working time to dissolve the CA, before it evaporates.

You can help the process along by rubbing the semi-dissolved CA.