>I have a project which includes a reference to a DLL. That DLL includes references to other DLL which are not needed in the current project. When I build my project, it copies those DLL as well in the Bin directory. How can I avoid that?

There are ways of doing that - but it would be pointless. The DLL would not load unless it's dependent assemblies are present.