Taping on book title when in reading mode will open Table Of Contents of that book. Here you will find the list of chapters of the book. Just click on any of them to go there.
Remember what Home and Back buttons do, going to book list screen and back to reading mode.
After jumping to any other chapter, you can go back to your previous reading point using the “Back” button on reading mode. See that chapter for more info.