i can prove that log(1+a/(xy)) is convex w,r.t. x and y when a>0,x>0,y>0
The methods from https://docs.mosek.com/modeling-cookbook/expo.html#log-sum-inv can be extended to this case.
Or in short
thank you very much, i will read the references carefully.