In this paper, we consider the bounds for the largest eigenvalue and the sum of the largest Laplacian eigenvalues of signed graphs. Firstly, we give an upper bound on the largest eigenvalue of the adjacency matrix of a signed graph and characterize the extremal graphs that attain this bound. Secondly, we prove that a non-bipartite signed graph of order and size contains a balanced triangle if , and , where is the largest eigenvalue of the adjacency matrix of . Thirdly, we confirm a conjecture proposed in [Linear Multilinear Algebra 51 (1) (2003) 21–30] that: if is a connected signed graph, then where are Laplacian eigenvalues of , and are vertex degrees of . Finally, we give a lower bound for the sum of the largest Laplacian eigenvalues of a connected signed graph.

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