15 citations · 15 across the 4 of their papers we have counts for
4 papers
Space-Invariant Projection in Streaming Network Embedding
Yanwen Zhang, Huiwen Wang, Jichang Zhao
Newly arriving nodes in dynamics networks would gradually make the node embedding space drifted and the retraining of node embedding and downstream models indispensable. An exact t…
H4M: Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional Dataset for Socioeconomic Analytics in the Case of Beijing
Yaping Zhao, Shuhui Shi, Ramgopal Ravi +3
The study of socioeconomic status has been reformed by the availability of digital records containing data on real estate, points of interest, traffic and social media trends such…
Enhancing the SVD Compression
Huiwen Wang, Yanwen Zhang, Jichang Zhao
Orthonormality is the foundation of matrix decomposition. For example, Singular Value Decomposition (SVD) implements the compression by factoring a matrix with orthonormal parts an…
A GPU-Based Solution to Fast Calculation of Betweenness Centrality on Large Weighted Networks
Rui Fan, Ke Xu, Jichang Zhao
Recent decades have witnessed the tremendous development of network science, which indeed brings a new and insightful language to model real systems of different domains. Betweenne…