Unless they are modified: const reference. Otherwise you cannot pass a temporary object as in:

  void foo(const std::shared_ptr<int>& p);

  ...

  foo(std::make_shared<int>(23));

This will not compile with

  void foo(std::shared_ptr<int>& p);

since a temporary object cannot be implicitly converted to a non-const reference, only to a const one.