Abstract The aim of this paper is to study the nonlinear eigenvalue problem
\begin{align*}
(P)\quad
\begin{cases}
\Delta (|\Delta u|^{p(x)-2}\Delta u)-\lambda \zeta(x)|u|^{\alpha(x)-2} u=
\mu \xi(x) |u|^{\beta(x)-2}u, \quad x\in\Omega, \\
u\in W^{2,p(\cdot)}(\Omega)\cap W_0^{1,p(\cdot)}(\Omega),
\end{cases}
\end{align*}
where $\Omega$ is a bounded domain in $\mathbb{R}^{N}$, with smooth boundary $\partial\Omega$,
$N\geq 1$, $\lambda, \mu$ are real parameters,
$\zeta$ and $\xi$ are nonnegative functions, $p, \alpha$,
and $\beta$ are continuous
functions on $ \overline{\Omega}$ such that
$1< \alpha(x)< \beta(x)< p(x)<\frac{N}{2}.$
We show that the $p(\cdot)$-biharmonic operator possesses infinitely
many eigengraph sequences and also prove that the principal eigengraph exists.
Our analysis mainly relies on variational method and we prove Ljusternik-Schnirelemann
theory on $C^1$-manifold.
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