I found a solution to this problem :
Use alacarte to create new launchers. Press Alt F2, type "alacarte", hit Enter. Create new launcher there. Now the program will appear in the search results, and you can drag it to the panel.
It works with multiple eclipse install. I use eclipse installation in my home.