Baking soda is also very effective in killing aphids. Moreover, it's equally effective against whiteflies and spider mites as well. Mix a teaspoon of baking soda in a liter of lukewarm water. You can also add a few drops of liquid soap to it. After that, you can spray it on your Japanese maples.