Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks.
Xin ChenLingxi XieJun WuLonghui WeiYuhui XuQi TianPublished in: AAAI (2021)
Keyphrases
- search space
- edge weights
- social networks
- weighted graph
- search algorithm
- small world
- random walk
- bipartite graph
- fully connected
- community discovery
- directed graph
- graph theory
- average degree
- highly connected
- graph layout
- graph structures
- graph structure
- complex networks
- graph theoretic
- clustering coefficient
- graph representation
- degree distribution
- dynamic networks
- overlapping communities
- parametric models
- metaheuristic
- deep learning
- protein interaction networks
- path length
- search tree
- search strategy
- connected components
- network structure
- betweenness centrality
- knowledge sharing
- information sharing
- link formation