“To be responsible for” in Chinese is 负有 (fùyǒu).
我对此负有责任。
I'm responsible for that.
Example sentence from Tatoeba (CC BY 2.0).
Not to be confused with: 富有 (fùyǒu, rich; wealthy; affluent)