It's worth emphasizing (as Avner Shahar-Kashtan points out in comments) that, at least as far as the Rings are concerned, this is what the Elves mean by "resisting the weariness of time"1: they want to preserve the glory and beauty of their great works, but Middle-earth is stubbornly insistent in getting on with things.
From their perspective, giving them up would have the same effect as destroying them, and that's something they're not willing to do except in the face of greater need, as Elrond and Glorfindel say:
There's no sensible reason for the Elves to provide mortals with a means of extending their lives, because to the Elves that's the worst thing you can do as a mortal.
1 That isn't to say that the Elves don't get personally weary from time; in Middle-earth they do, but largely because, as Wad Cheber points out in a comment on the question, they watch the cycles of the world go on while they themselves remain unchanged. Ultimately this is why (some of) the Elves yearn for Aman, where there is no natural decay. But the Rings aren't meant to resist that sort of personal weariness, except as a side-effect of preserving the other things the Elves value.