Asymmetric Traveling Salesman Problem on Graphs with Bounded Genus Abstract: We give a constant factor approximation algorithm for the asymmetric traveling salesman problem when the underlying undirected graph of the Held-Karp linear programming relaxation of the problem has bounded genus. Our result also implies the weak version Goddyn's conjecture on the existence of thin trees on graphs with bounded genus.