Is there any taxi transfer from baiyun airport direct to hezhou?

I'm afraid it is a little hard to catch a taxi to reach Hezhou directly.

I suggest you take airport express bus line 1 to its terminal station - CAAC Ticket Office (near to Railway Station). Then walk to the nearby Provincial Bus Station to catch a direct bus to Hezhou.