Visible-light-responsive supported AuPd nanocatalysts were synthesized. The catalysts had light-assisted activity enhancement in H2 evolution from HCOOH. The electron transformation from Au to Pd leaded to the enhanced activity. The obtained results may promote the application of HCOOH as a H2 carrier.