Photoluminescence (PL) from the Au nanoclusters (NCs) has been investigated. Upon scanning the excitation light with energy below 2.1 eV down to 1.6 eV, the PL narrows and begins shifting linearly with excitation energy. The time-resolved PL was studied and the PL decay traces of Au NCs were found to depend on the excitation and emission energies. We observed absorption peak of site-selective PL from photoluminescence excitation (PLE). The effect of site-selective PL was found to depend on the capping molecules of Au NCs. In addition, we studied the PL in Au NCs in low temperatures, and found it involves different emission mechanism.