I've been DCed (love those random 90ks) for no more than one minute before and was kicked. I'm not sure if people vote kicked me immediately or not, but I'm pretty sure the game automatically prompts the group to kick someone if someone is DCed, no matter how long... people vote to replace you without thinking twice about it.