How to deal with Queen of Pain with Invoker mid?

I suck at going against qop early game with invoker. She comes to lane with 60 base damaged with just branches and a mantle. I know qop is supposed to win lane against invoker but I never see pro players get destroyed as hard as I do sometimes.