Damn. Well, this is embarrassing. Now that I think about it, I guess I've never tried to run LEDs in parallel before...
I guess I'll just run them in series, and use the required resistance of the lowest voltage led (if all 3 leds were the same). So if anything, two of them will be under-ran...