Generative Diffusion Models on Graphs: Methods and Applications
Paper
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2302.02591
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Published
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1
Generative Graph Diffusion
Note Top survey paper that I've found in this area, so far.
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DiffKG: Knowledge Graph Diffusion Model for Recommendation
Paper • 2312.16890 • Published • 2 -
Latent Graph Diffusion: A Unified Framework for Generation and Prediction on Graphs
Paper • 2402.02518 • Published • 1 -
DiGress: Discrete Denoising diffusion for graph generation
Paper • 2209.14734 • Published • 1 -
Diffusion-based graph generative methods
Paper • 2401.15617 • Published • 1 -
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation
Paper • 2402.03687 • Published -
Equivariant Diffusion for Molecule Generation in 3D
Paper • 2203.17003 • Published • 1 -
A Survey on Machine Learning Solutions for Graph Pattern Extraction
Paper • 2204.01057 • Published • 1 -
Hyperbolic Geometric Latent Diffusion Model for Graph Generation
Paper • 2405.03188 • Published -
Discrete Latent Graph Generative Modeling with Diffusion Bridges
Paper • 2403.16883 • Published -
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization
Paper • 2404.07771 • Published