Helium floats away.
But even if it were, it would not make any difference. Any gas that leaks in the atmosphere is economically lost. Take Neon. I just googled and found out that liquid neon is a cryogenic refrigerant (like liquid helium). Do you think the neon lost through leaks can be recovered any more than the helium lost through leaks?
The difference is Neon stays in the atmosphere, while Helium floats to the top and is lost.
[1] https://climate.nasa.gov/news/2915/the-atmosphere-getting-a-...
Party balloons is not what's causing Earth's He to go where no man has gone before (literally, the solar wind will blow it way past the moon).