The Frighteners by Pete Johnson

Chloe has difficulty making friends at her new school, until she makes friends with Aiden, who is considered odd and a little scary. She can't figure out why, until she sees one of his pictures and catches a glimpse of the Frignteners. Now the Frighteners won't leave her alone.