Graph Algorithms

Scaling up Graph Neural Networks
Qualifying Examinations report.
Scaling up Graph Neural Networks
SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization
A feature-oriented GNN that scales to billion-scale extremely large graphs.
SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization
A Survey on Machine Learning Solutions for Graph Pattern Extraction
A subgraph is constructed by using a subset of vertices and edges of a given graph. There exist many graph properties that are …
Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng, Chenhao Ma, Xiaolin Han
A Survey on Machine Learning Solutions for Graph Pattern Extraction
Network Compression in Federated Machine Learning
Qualifying Examinations report.
Network Compression in Federated Machine Learning