There is no admin option to change the icon.
AFAIK the only way to do it would be to clone the GitHub repository, modify the code by either hard coding a new icon, or adding a new option, then use the updated code on your site.
You could also request that as a new feature, but there is no guarantee on when it would be done.
HTH