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as a graph where 1) nodes encode rooms with their room types and 2) edges encode their spatial adjacency. A house layout is represented as a set of axis-aligned bounding boxes of rooms. In House-GAN architecture, we employ convolutional message passing neural networks (Conv-MPN), which differ from