When saying Japanese place names like "秋叶原", do people always use the respective Chinese pronunciation?
You're right. Chinese people read Kanji using their Chinese pronunciations. For Chinese people who don't speak Japanese, they have probably only learned 'tokyo' from the English word and they don't have a clue what 'akihabara' is. The same applies to nouns, proper nouns and names.