2025 "graph diffusion models" Papers

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Graph Diffusion that can Insert and Delete

Matteo Ninniri, Marco Podda, Davide Bacciu

NeurIPS 2025posterarXiv:2506.15725

Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models

JIPENG LI, Yanning Shen

NeurIPS 2025spotlightarXiv:2505.22935

Toward a Unified Geometry Understanding : Riemannian Diffusion Framework for Graph Generation and Prediction

Yisen Gao, Xingcheng Fu, Qingyun Sun et al.

NeurIPS 2025posterarXiv:2510.04522