I prefer soy milk in my coffee even though i am not 100% vegan. I don't much care for milk.
HAve you tried coconut milk creamer? It's vegan and tastes really good. It's the best creamer I have ever tasted because it's not thin like rice or soy milk. There's a lot of flavors too like Hazelnut or my favorite French Vanilla.