Stored password does not work if remote login in the workstation

My workstation is Ubuntu 16.04, x64, subversion's version is 1.9.3.

Subversion's stored password works fine if I run subversion command in the workstation's desktop directly. But if I remote login the workstation, subversion will require me to input password repeatedly.

I think it began to happen after I did a update by running "software-update".