To be technically correct, halflings can use ANY weapons that they can hold (IE: small weapons, versatile weapons in 2 hands, etc.) not just rogue proficient ones. They just get a bonus to hit with ones they're proficient in.
I do admit that's one of the changes I love about proficiencies. No penalties, just bonuses.