Try these a little at a time:
Move the battery more to the front, if possible.
Reposition the ESC and /or RX toward the front.
Add weight to the front. Washers, coins, lead, hot glue, etc.
You could try removing a small amount of foam from the back of the control surfaces to remove rear weight.