Does eigen provide some functions about sparse matrix eigenvalue and eigenvector?

As far as I know QR factorization can be used to find eigenvalues. This function is implemented for sparse matrices.
If you sparse matrix is not as big (dimension) than a work-arround is to convert the sparse matrix to a dense one and apply the corresponding eigenvector /-value function.