New elements that are loaded through Infinite scroll plugin loose their clueTip behaviour.
Now, to be able to work with Infinite Scroll a specific callback function needs to be added to Infinite Scroll script to return clueTip proper behaviour on newly loaded elements. Something like what is talked about here for other plugins aswell -
http://www.infinite-scroll.com/lightbox-compatibility-code