DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion.
Qitian WuChenxiao YangWentao ZhaoYixuan HeDavid WipfJunchi YanPublished in: ICLR (2023)
Keyphrases
- diffusion process
- graph theory
- random walk
- energy consumption
- connected components
- graph structure
- graph mining
- graph model
- energy minimization
- directed graph
- anisotropic diffusion
- bipartite graph
- diffusion processes
- spanning tree
- structured data
- dependency graph
- minimum energy
- web scale
- information propagation
- diffusion model
- diffusion equation
- energy saving
- graph theoretic
- neural network
- directed acyclic graph