This is very common with a new tank. It happens because the curing of the live rock introduces silicates and nutrients. Just as with anything regular water changes are important. Make sure you stay on top of that and siphon this out at the same time.
Here are some questions to answer that might help.
How often are you doing changes and how much water?
What timing are your lights set on?
How often are you feeding?
A couple of things to consider. Get some snails, trochus work well. They do a good job with this type of bloom. Also you can consider reducing the time your lights are on.
Biggest thing with any type of algae is the buildup of nutrients and light. Make sure your protein skimmer is adequate and skimming properly to remove this excess. If you are performing regular water changes with good RO/DI water, lighting is set to a good schedule, and you are skimming properly, then I would consider getting some snails.
As I mentioned, this is a very common thing in a new tank. I know it is a PITA and doesn't look good but it is common. Look into the things I mentioned and other than that it is time. Any type of bloom takes time to get rid of. Its not something that can be fixed overnight even with chemical treatments.
I know that's a lot of info all at once but I hope it helps. I remember having the same question when I set up my first tank so I know how it goes. Best of Luck!!