When a boy changes his QQ signature to his favorite picture, I think it proves that the boy has a good impression on you. Generally, if he likes this person, he will pay attention to her every move, her preferences and everything, so he uses your favorite picture as his QQ signature to prove that he likes you and to test whether you have feelings for him.