If that's how your organization works, leave it.
In my experience in American bigtech, an engineer who rejects all meetings that don’t meet their own personal set of rules for what constitutes a worthwhile meeting (or I’m sure more accurately, applies those rules whenever they don’t want to attend) would be viewed very negatively. We’re expected to collaborate a lot by default, and by American standards it’s also a very snowflakey (making all meeting invites have to conform to your special little rules for you to grace us with your attendance) and aggressive way to express distaste in something.
IME it would be much better to directly just ask the creator if your attendance is truly necessary or even just noshow. But perhaps etiquette is different in other parts of the world.