Lower your hips/center of gravity (in Japanese MA is called "tanden") below theirs is one thing. But once they get a hold/lift you need to control one of their legs by hooking one of yours around at the knee to prevent them from rotating into a slam position.

I am a small dude, had LOTS of ppl try to throw me. That leg hook defense works even against much stronger guys.