Thank you! The issue solved in 4.1.1!
Solution for this topic
OMG! it seems like there is a plugin overwrite something on my site. If I disable the plugin, the icon will work. Plugin name “OnionBuzz Lite”, I just deactive this plugin, everything fine. I think I need to email this plugin developer. Thanks