DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion.
Qitian WuChenxiao YangWentao ZhaoYixuan HeDavid WipfJunchi YanPublished in: CoRR (2023)
Keyphrases
- diffusion process
- graph representation
- directed graph
- graph model
- graph structure
- information propagation
- weighted graph
- graph theory
- energy consumption
- structured data
- graph matching
- multiscale
- dependency graph
- graph mining
- adjacency matrix
- anisotropic diffusion
- web scale
- highly scalable
- connected components
- complex networks
- random walk