I might use 'on' because a weekend is 2 days (or more). 'At' is a lot more individual, for your smaller sized area or shorter time, whereas on/in are useful for for a longer time durations or greater Areas. "Let's try to eat at an Italian cafe at 9pm" from "Let us try to eat in downtown on Friday".There is also some recommendation which the express