The silicon part of Silicon Valley needs to watch out. Competitors in China think it’s finally their turn to shine.

As the world’s largest market for semiconductors, China has tried mightily—without much success—to challenge the dominance of Intel and Qualcomm in making central processing units, the brains of computers and smartphones.

Now,...