You Do Need power plug adapter while traveling from China to South Korea.

Here is Why You Need An Adapter

The outlet and plug type used in South Korea is F and in China are A, C and I. This is how they look like.

China

In China, outlets of type A, C and I are in use.

Type A

Type C

Type I

South Korea

In South Korea, outlets of type F are in use.

Type F