I am not sure of the terms "organized cycling scene" you were referring to.

I am in Beijing and have a look at the following links;

http://thebeijingpeloton.com/

http://www.stcbj.com/

There are plenty organization AFAIK but mostly in chinese, I don't understand that.

You can reach me if you need help.