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

Here is Why You Need An Adapter

The outlet and plug type used in Australia is I 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

Australia

In Australia, outlets of type I are in use.

Type I