Loading projects using Microsoft.VisualStudio.LanguageServices throws System.ArgumentNullException for Visual Studio 2017

Question

I am trying to enumerate all projects of a solution using Microsoft.VisualStuio.LanguageServices. This is working fine for VisualStudio 2019 but it is failing on VisualStudi