A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material.
Mengchun ZhangMaryam QamarTaegoo KangYuna JungChenshuang ZhangSung-Ho BaeChaoning ZhangPublished in: CoRR (2023)
Keyphrases
- diffusion models
- artificial intelligence
- diffusion model
- information diffusion
- drug discovery
- random walk
- influence maximization
- graph theory
- protein sequences
- directed graph
- social networks
- protein interaction networks
- ai researchers
- graph structure
- greedy algorithm
- diffusion process
- graph theoretic
- denoising
- viral marketing
- motion analysis
- data mining
- objective function
- search engine