Unfortunately, New York seems to be odd in this respect. Even at lightly used stop lights, such as the lights inside of Central Park when most vehicles can’t use the roads, the police have been known to ticket cyclists.
Then again, I’ve also seen the police ticket cyclists for speeding in the park.
Numerous Reddit threads for both topics.