“In the past” in Chinese is 以往 (yǐwǎng).
今年下的雪比以往少。
We have less snow than usual.
Example sentence from Tatoeba (CC BY 2.0).
Not to be confused with: 遗忘 (yíwàng, to forget; to cease to think about (sb or sth) anymore)