Changing is the same as the old layout. Hover over your user name at the top of the page and select "Avatar".
Free Step Dodge
XZero264
His Reverence
Just click on your current avatar and the option comes up lol
SurpriseSymphony
It keeps saying that it failed :d and then it just refreshes the site, its probably my phone lol