Let G be a locally compact topological group. A discrete subgroup Γ of G is called a lattice if the quotient of G by Γ has finite volume. We study lattices in G the automorphism group of a locally finite polyhedral complex. Cases considered include right-angled buildings and Fuchsian buildings, as well as certain non-buildings with links such as the Petersen graph.