Nope.
Counter example:
respectively
Both versions of B have the same positive eigenvalues, but the trace of AB is different.
is a symmetric matrix containing only 0s and 1s; in particular all the diagonal entries are 0. is a symmetric positive definite matrix. I am interested in . Is there a simple relation between and the eigenvalues of and ?