Macau Visa Application Place!

I am a Bangaldeshi National. But I study in US and I have valid US visa. I have to visit Macau to present academic papers. As this article states, I need an entry visa prior to arrival. My question is , can I get the visa from the Chinese Embassy in US or I have to apply from the home country? Please let me know.

Thanks.