There are a lot of reasons for soaking eggplant in salted water. First, it helps in getting rid of the bitterness of Chinese eggplant, if any. It also helps in getting rid of the excess water content of the eggplant which helps it to retain its shape on getting stir-fried. This step also helps in avoiding eggplant soaking excess oil.