Yeah, you're right. Thanks a lot.
It seems there is some more information in my physical problem to show that C should be invertible, but could not find it yet.
Let A, B, C, D be matrices such that:
AB + CD = 0
and
B is invertible. Moreover, consider the dimension restrictions:
A(m x n), B(n x n), C(m x m), D(m x n)
If C is a square matrix, is there a way to show that it is also invertible with only the above conditions?