Provided herein are conjugates for inducing tolerance of a coagulation factor protein, wherein the conjugate comprises a coagulation factor protein or an antigenic fragment or variant thereof and a Siglec ligand. Pharmaceutical compositions, methods and kits comprising the conjugates are also provided.