Hashbang causing more issues that fixing things

For some reason, the plugin turned all my anchor links to hashbang and causing major conflicts with other core component of my site. First, the hashbang links only works one time and one of my age has a lot of anchor links, and all of them failed after first visit. Second, another gallery widget uses anchor links to open images in lightbox, and the hashbang issue hits again and causing the browser into an infinite loop hell.