Short sellers are facing their worst losses in at least a decade, a Wall Street Journal analysis has found, as many of the rising stocks they bet against have only continued to soar.

That has stung several high-profile hedge-fund managers, including William Ackman and David Einhorn, who have placed prominent short bets.