Compatibility with pdf-view-mode by pdf-tools

Hi everyone, I tried to use pdf-view-mode provided by pdf-tools <https://github.com/politza/pdf-tools> recently, however, as long as I enable evil-mode, even it's in emacs-state, the pdf display would keep blinking. Has anyone encountered the same issue? I don't really know the cause of this problem... I'm on Emacs 24.5.1. Thanks, Hong