The CCP never controlled Taiwan (aka the island of Formosa). Thus let's call a spade a spade. They want to finish the civil war and defeat the opposing side (while gaining control of a physical barrier to their mainland) and probably kill millions of Taiwanese, US/Japanese troops, and their own in the process.