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cs.LG2023★ 1 cited
HiGen: Hierarchical Graph Generative Networks
Mahdi Karami
Most real-world graphs exhibit a hierarchical structure, which is often overlooked by existing graph generation methods. To address this limitation, we propose a novel graph genera…
cs.LG2023
On Hierarchical Multi-Resolution Graph Generative Models
Mahdi Karami, Jun Luo
In real world domains, most graphs naturally exhibit a hierarchical structure. However, data-driven graph generation is yet to effectively capture such structures. To address this,…