"graph diffusion models" Papers

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DeFoG: Discrete Flow Matching for Graph Generation

Yiming Qin, Manuel Madeira, Dorina Thanou et al.

ICML 2025oralarXiv:2410.04263
35
citations

Graph Diffusion that can Insert and Delete

Matteo Ninniri, Marco Podda, Davide Bacciu

NEURIPS 2025arXiv:2506.15725
1
citations

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 2025arXiv:2510.04522

Editing Partially Observable Networks via Graph Diffusion Models

Puja Trivedi, Ryan A Rossi, David Arbour et al.

ICML 2024

HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models

Mengcheng Li, Hongwen Zhang, Yuxiang Zhang et al.

CVPR 2024highlightarXiv:2406.01334
17
citations