Last year, the scholarship was announced upon admission in your package. Sometimes in the call received you would be informed if you had been awarded.
Among 1st year Chinese students (including those who have been in US for a while), not only females could receive scholarship. It is a merit-based scholarship which looks at your overall profile rather than GMAT score only. Some recipients don't have a score like 750+.