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The DAG-Layout might be the kind of layout you are looking for.
See this thread which discusses a similar topic.
Thanks Holger for your reply. I am not sure if I can use DAG in the toolkit cause I could not find it from the toolkit.jar. I am currently doing some basic integration coding of gephi into my java project.