Does Late Wednesday night mean last Wednesday night or on Wednesday this week, but in the late night? The translation tells me that the first explanation is right, but I cannot find a relative explanation in the dictionary.

The dictionary says: late is used to refer to the part near the end of a period of time , and has some examples:

a late eighteenth century building

in the late 1980s

So, which meaning is correct?