Don't base your behavior on what other cyclists are doing.

Base it off of what keeps you safe, which means obeying traffic controls.

Sure, sometimes you'll feel like a schmuck for obeying the laws. But the reality is that intersections are where most crashes happen in NYC, and a big chunk of crashes in NYC happen because the cyclist disobeyed traffic controls. Plus, running lights makes cyclists look bad.