GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware.
Xin LiuMingyu YanShuhan SongZhengyang LvWenming LiGuangyu SunXiaochun YeDongrui FanPublished in: ECML/PKDD (5) (2022)
Keyphrases
- significant improvement
- real time
- computational efficiency
- computational cost
- recently developed
- theoretical analysis
- computational complexity
- orders of magnitude
- learning algorithm
- parallel architectures
- sampling algorithm
- data mining algorithms
- benchmark datasets
- monte carlo
- computer systems
- hardware and software
- random sampling
- optimization problems
- data structure
- uniform sampling