Yes, Chinese people know.
A 5,000-year civilization remembers many things:
Western invasion,
foreign subversion,
Japanese fascism,
Nanjing,
Unit 731,
comfort women,
colonial rule,
and the graves Japan left across Asia.
Japan should study its own history first.
China is not the country famous for rewriting textbooks.