2. microwave it first. before hitting the stovetop, give cubed and sliced eggplant pieces a spin in the microwave. pre-cooking the eggplant (in a single layer, on a paper towel-lined plate) for about five minutes helps collapse the spongey structure, which will prevent it from absorbing quite so much oil.