To minimize the occurrences of solder robbing during reflow, the profile should be modified to have a longer low temperature soak time to drive off the lower boiling point volatiles.
Additionally, the boards could be reflowed in an inert atmosphere to preventany additional oxidation. The nitrogen level should be between 20 to 200 ppm of oxygen.