Latest Research in Social and Information Networks

Top Research Topics in Social and Information Networks

• Social and Information Networks — 12 papers
• Complex Network Analysis Techniques — 8 papers
• Data Structures and Algorithms — 3 papers
• Advanced Graph Neural Networks — 3 papers
• Machine Learning — 2 papers
• Machine Learning — 2 papers
• Physics and Society — 2 papers
• Satellite Communication Systems — 1 papers
• Discrete Mathematics — 1 papers
• Statistics Theory — 1 papers

Highest-Cited Papers

1. Exact Greedy Influence Maximization in Linear Time on Bounded-Treewidth Graphs
2. Key Node Identification in Spatial Information Networks via Soft Community Partition and Hypergraph Interweaving Degree
3. Deep Divide-and-Reduce in Symbolic Regression
4. Higher-order rich clubs and configuration models on general directed hypergraphs
5. HyFora: Hyperspherical representation and frustration quantification for community structure discovery in complex information networks
6. Accelerated Local Algorithms for Personalized and Regularized PageRank
7. The Interconnectedness Coefficient: A Semi-Local Graph-Theoretic Measure for Connector Vertices between Cohesive Network Regions
8. Exact Recovery by Neighborhood Smoothing in Directed Stochastic Block Models
9. Graph Neural Networks for Influence Maximization in Social Networks: An Unsupervised Minimum Dominating Set Approach
10. Warshall algorithm for matrix-weighted graphs
11. A Multi-Criteria Framework for Comparative Topological Regime Characterization in Complex Networks
12. Exact Community Recovery in Bipartite Networks
13. K-core sparsification for intracommunity edges (KSI) for efficient and scalable community detection in complex networks
14. Motifs in temporal hypergraphs
15. Accelerating the Local Push Primitive for PageRank Computation
16. Finding influential nodes via isolated local average shortest path with an extended neighborhood
17. Past-aware game-theoretic centrality: a framework for cardinality-constrained set-function maximization on networks
18. Network recovery from aggregated relational data: An impossibility theorem
19. Tracking and Predicting Evolution of Social Communities
20. Efficient and cost-effective influence and blocker minimization