yes we are atheist, in that we do not believe in a supreme god like the abrahamic religions do.I'll reassert Chinese are by and large atheist, it is well documented and I have personally observed it as well.
however, in cultural terms we still do pay respects to the gods, and practice ancestor-worship.
when asked to self-decribe, these same people will say they are non-religious, and it is true.