There is a few things that can do it.
- Bad exhaust cam lobe
- Intake air leak
- and a new one I ran into this month.
So for one thing try adding choke with running to see if the problem clears up. Here I just had that 3/4 choke solved the backfiring before I reworked the carburetor.