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Create a Deep Copy of a graph where every node and edge is a new object in memory. We use a reference map to track correspondence during DFS traversal.
A shallow copy only copies references. A deep copy (cloning) creates entirely new objects so changes to one don't affect the other.
The core is a Map<OriginalNode, ClonedNode>. This prevents infinite cycles and ensures nodes are only cloned once.