For no good editor was there for me to use.
At last I could not stand it any longer. So I did some search, and here is what I got:
http://www.ibm.com/developerworks/opensource/tutorials/os-eclipse-octave/
Yes, you get it, right?
I get it right, and enjoy myself now.