I also tried different scf algorithms listed in the Q-CHEM manual, but none of them working properly. Is there any way that I can do to solve this issue?
You can converge it if you set XC_GRID = 000099590. I chalk this up to the poor numerical behavior of Minnesota functionals outside the basis sets in which they were parameterized, combined with your tight value of SCF_CONVERGENCE. Sort of a corner case.