Frankl and Füredi conjectured in 1989 that the maximum Lagrangian, denoted by $λ_r(m)$, among all $r$-uniform hypergraphs of fixed size $m$ is achieved by the minimum hypergraph $C_{r,m}$ under the colexicographic order. We say $m$ in {\em principal domain} if there exists an integer $t$ such that ${t-1\choose r}\leq m\leq {t\choose r}-{t-2\choose r-2}$. If $m$ is in the principal domain, then Frankl-Füredi's conjecture has a very simple expression: $$λ_r(m)=\frac{1}{(t-1)^r}{t-1\choose r}.$$ Many previous results are focusing on $r=3$. For $r\geq 4$, Tyomkyn in 2017 proved that Frankl-Füredi's conjecture holds whenever ${t-1\choose r} \leq m \leq {t\choose r} -{t-2\choose r-2}- δ_rt^{r-2}$ for a constant $δ_r>0$. In this paper, we improve Tyomkyn's result by showing Frankl-Füredi's conjecture holds whenever ${t-1\choose r} \leq m \leq {t\choose r} -{t-2\choose r-2}- δ_r't^{r-\frac{7}{3}}$ for a constant $δ_r'>0$.