I'd use 'on' for the reason that a weekend is two days (or maybe more). 'At' is more individual, for the smaller position or shorter time, Whilst on/in are employed for for a longer time durations or greater Areas. "Let us try to eat at an Italian cafe at 9pm" from &quo