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JGraph is the most powerful, lightweight, feature-rich, and thoroughly documented open-source graph component available for Java. See the project homepage at www.jgraph.com for information and downloads.
TouchGraph provides a set of interfaces for graphvisualization using force-based layout and focus+context techniques. For now only older code is available, but we are planning to release new versions as well.