In this talk, I will explain the theory of ADHM sheaves on curve, which provides a connection between Hitchin moduli space and local Donaldson-Thomas theory of curves, via wallcrossing. In particular, the refined wallcrossing formula gives a recursive relation between the Poincare polynomial of Hitchin moduli space and the refined local DT invariants.