Hi,
Yeah bad news, the sakura season is over this year...it usually is during mid-April... well if you're coming to Japan in May you can still have a look at the event calender in this website
Japan-i I am sure you will find others interesting things to do.
I hope that will help,
Bon voyage!
Shin