My kids LOVE Dr. Suess, any and all of them. They could recite One Fish, Two Fish, Red Fish, Blue Fish from memory
Chicka Chicka Boom Boom, Chicka Chicka 1 2 3
Brown/Polar/Panda Bear What Do You See?
Any Laura Numeroff books
Any Robert Munsch book (I Love You Forever is their fav)