Another transition book is The Big Fat Cow That Goes Kapow, and its sequel The Cat on the Mat Goes Flat. They're funny short stories that are slightly twisted-- and a picture every page.

Captain Underpants was a hit with my boys for a while
Nate the Great
Diary of a Wimpy Kid (these are supposedly 4th grade readers, but I think they're more like 1st grade)