I am a Canadian traveling in the US. where should I apply for my Chinese visa?

I went to Chinese Consulate in NYC, they told me to apply in Canada, but the Toronto Consulate told me that I can not apply because I am out of Canada. I don't live in Canada right now because I've been traveling in recently years.

Thanks a lot!