In this talk, we discuss some spectral problems of tensors and hypergraphs. The spectral problems consist of three parts. The first part is the spectral distributions of tensors, the second part is the relation between the connectivity and eigenvalues of hypergraphs, and the third part is the application of spectral hypergraph theory.