"curious" needs a "helping verb" to make the perfect tense.
I am curious
you are curious
he is curious
we are curious
they are curious
Wonder does not need the helping verb
I wonder
you wonder
he wonders
we wonder
they wonder
to wonder about and to be curious about are almost equivalent