Thank you for your reply. I've tried to refactor the initComponents to smaller size sub-methods. and it works fine. however, the root cause of this problem may like what Scott said, and yes, there are tons of components added in one container. it is not easy to rewrite the whole thing.
Thank you all again for your help.