Alternatively, you can pre-salt your eggplants and let them sit for an hour to reduce the bitterness, remove extra moisture, and squashed any air bubbles that might soak up cooking oil. To accomplish this quicker, salt the cubed or sliced eggplant, put it in a paper towel, and briefly microwave it.