Life of Pi. Also, gonna say it, Harry Potter. Got the first book when I was 7-8, and read it nonstop (was a tad slow reader, and stayed up many nights with a flashlight under covers reading.
Also, anything by Dahl or Dr. Seuss (didn't say how old counted as being a kid
).