Population reduction would have to come through nuclear war or a phased program of North China pastoralization, which was something considered by Ogadei back in the 1200s. The Manchus were agriculturalists, however, so it's far more of a stretch to see them adopting such a policy.
Constant militarization, the diversion of funds from irrigation projects to war, and the subjection of most of the peasantry into abject poverty will probably required in order to suppress population growth.
Even during the terrible catastrophes during the Ming (climate adjustment due to Little Ice Age), Ming population is estimated to have increased from 60m in 1381 to c.150m in 1600. The Qing had 313m in 1794, 430m in 1840.
I say 'estimated' because Ming census policy actively discouraged registering of population (because that would lead to higher central gvt demands on county/province tax etc). So official statistics from 1381-1600 actually showed only a change from 60m to 66m. (as an aside, even today the size of China's population is only a derived estimate based on the last complete census in 1989). So there's also a 'joke' solution here: continue the disincentives to register population accurately to this day, resulting in China massively underreporting its population.