In 318, he defeated the Tiefu chieftain Liu Hu and also captured some territory from the Wusun.
In 310, Tuoba Yulü was ordered by Tuoba Yilu to assist Liu Kun, the Governor of Bingzhou (并州) (modern Shanxi province), to fight the Xiongnu Tiefu chieftain Liu Hu.