I think that might be due to geography. Any major Chinese redevelopment efforts for Venezuela would have to cross the US controlled Panama Canal, which the US would obviously crack down on. Sailing around Cape Horn is expensive and also dangerous.

While Venezuela is in the Belt and Road Initiative, anything large scale can’t be air lifted would be costly.