Rating Decrease and increase

If a coder submits a wrong code,for a program, many times then got it correct, will it reduce his/her score?

No, There is no penalty for WA submission in Long Challenges and Lunch Time but For CookOff,Yes There is penalty for non-AC submission

Not in long or LTIME. In cookoff, yes - there is penalty per non-AC submission.