This is a great craft for Autumn, not least of as it is next to free and another activity is collecting the leaves in the first place!
What you need:
Glue (PVA is best but you could just use a glue stick if you wanted)
Paper
Leaves
What you do:
Stick! Job done
How you can make it better:
Draw a tree trunk on the page and decorate your tree