  The mean field effect in quark-gluon plasma on J/\psi production in heavy ion
collisions is perturbatively calculated in a transport approach. While the
global nuclear modification factor R_{AA} is not sensitive to the mean field,
the reduced threshold for J/\psi regeneration leads to a significant
enhancement of R_{AA} at low transverse momentum at RHIC and LHC energies.
