There is a suggestion of diverting water from Tibet to Xinjiang and neighouring provinces through a series of dams, which also generate electricity while doing so.

https://www.scmp.com/news/china/society/article/2116750/chinese-engineers-plan-1000km-tunnel-make-xinjiang-desert-bloom