Latest Articles for Social Networks

Machine Learning REGE: A New Era in Graph Analysis

REGE transforms how we understand graphs by addressing uncertainty and enhancing model reliability.

2025-04-04T16:10:12+00:00 ― 7 min read

Machine Learning Spotting Anomalies with Hypergraphs

Learn how hypergraphs can identify unusual patterns in complex data.

2025-04-04T03:19:48+00:00 ― 6 min read

Data Structures and Algorithms Efficient Graph Matching: Connecting the Dots

Explore innovative methods for matching graphs efficiently across complex networks.

2025-03-28T10:30:30+00:00 ― 6 min read

Methodology Understanding Communities with the Degree-Corrected Stochastic Block Model

Learn how DCSBM helps analyze community interactions in networks.

2025-03-27T19:14:57+00:00 ― 6 min read

Social and Information Networks New Insights into Bipartite Graph Communities

Discovering influential communities in bipartite graphs and their real-world applications.

2025-03-27T15:34:12+00:00 ― 6 min read

Physics and Society The Surprising World of Dynamical Phase Transitions

Explore sudden shifts in networks that resemble dance parties in chaos.

2025-03-24T10:40:08+00:00 ― 7 min read

Machine Learning Understanding Signed Graphs and GNNs

Explore the role of signed graphs in data science and advancements in GNNs.

2025-03-23T00:49:30+00:00 ― 5 min read

Physics and Society Higher-Order Networks: Understanding Complex Connections

Discover how communities form in higher-order networks and their real-world implications.

2025-03-21T22:57:38+00:00 ― 8 min read

Physics and Society Connecting Through Similarity: The Role of Homophily

Explore how people cluster based on shared traits and interests.

2025-03-17T10:41:22+00:00 ― 7 min read

Econometrics The Ripple Effects of Networks

How isolated nodes impact network influence and spillover effects.

2025-03-17T01:51:27+00:00 ― 5 min read

Data Structures and Algorithms The Changing Landscape of Social Networks

Discover the dynamic nature of social connections through temporal graphs.

2025-03-16T23:34:21+00:00 ― 6 min read

Commutative Algebra The Colorful World of Graphs

Discover the fascinating properties of graphs and their real-life applications.

2025-03-09T10:43:30+00:00 ― 6 min read

Metric Geometry Journey into Gromov-Hyperbolic Spaces

Discover the intriguing world of Gromov-hyperbolic spaces and their real-world applications.

2025-03-06T16:07:40+00:00 ― 7 min read

Machine Learning Dynamic Graph Embedding: A New Frontier

Explore how dynamic graph embedding transforms our understanding of changing networks.

2025-03-06T13:59:42+00:00 ― 6 min read

Data Structures and Algorithms Understanding Bicliques: Connections in Graph Theory

Discover how bicliques help reveal hidden connections in networks and data.

2025-03-06T09:10:48+00:00 ― 6 min read

Social and Information Networks Random Walks: The Path to Connections

Explore how random walks reveal important connections in networks and social groups.

2025-03-05T21:56:42+00:00 ― 5 min read

General Economics The Complexity of Our Connections

Explore how varied relationships impact communication and information spread.

2025-03-02T13:37:20+00:00 ― 5 min read

Machine Learning Revolutionizing Graph Node Clustering with THESAURUS

THESAURUS improves graph clustering by using semantic prototypes and structure.

2025-02-28T11:56:24+00:00 ― 6 min read

Data Structures and Algorithms Counting Butterflies: A New Way to Analyze Data Streams

A fresh approach to counting butterflies in streaming data improves accuracy and efficiency.

2025-02-28T03:06:45+00:00 ― 5 min read

Probability Connecting the Dots in Hyperbolic Space

A guide to random connections in complex spaces using simple concepts.

2025-02-26T08:20:10+00:00 ― 5 min read

Cryptography and Security Advances in Link Prediction and Security

New methods improve link prediction attack strategies and highlight security flaws.

2025-02-25T10:06:36+00:00 ― 7 min read

Data Structures and Algorithms Dynamic Graphs: Balancing Stability and Approximation

A deep dive into dynamic graphs and algorithms for managing sets.

2025-02-25T03:02:00+00:00 ― 6 min read

Statistical Mechanics Simplifying Complex Systems: Network Renormalization

Learn how network renormalization helps analyze complex systems through simplification.

2025-02-21T06:19:28+00:00 ― 6 min read

Machine Learning Dynamic Graphs: The Future of Data Analysis

Explore how dynamic graphs and contrastive learning reshape our understanding of data.

2025-02-20T21:46:21+00:00 ― 7 min read

Cryptography and Security Balancing Privacy and Choice in Data Analysis

Explore how differential privacy aids decision-making while protecting individual data.

2025-02-20T12:08:33+00:00 ― 6 min read

Machine Learning Revolutionizing Data Analysis with GNNs

New methods improve Graph Neural Networks for better insights.

2025-02-15T17:23:06+00:00 ― 5 min read

Combinatorics Uncovering Independent Sets in Hypergraphs

New methods enhance our grasp of independent sets in hypergraphs.

2025-02-15T11:16:30+00:00 ― 8 min read

Data Structures and Algorithms Unraveling Sparse Induced Subgraphs

Discover the complexities and applications of sparse induced subgraphs in graph theory.

2025-02-15T08:36:40+00:00 ― 6 min read

Social and Information Networks Connecting the Dots: Shared Structures in Graphs

Discover how shared structures in graphs reveal insights in various fields.

2025-02-14T19:43:03+00:00 ― 6 min read

General Economics The Ripple Effect of Information in Finance

Explore how information and misinformation impact financial markets and investment decisions.

2025-02-13T06:07:40+00:00 ― 6 min read

Machine Learning Navigating the World of Temporal Heterophilic Graphs

Discover how connections evolve over time in complex networks.

2025-02-10T13:48:00+00:00 ― 7 min read

Machine Learning Classifying Nodes: A Semi-Supervised Approach

Learn how limited information aids in node classification using semi-supervised learning.

2025-02-09T14:24:59+00:00 ― 6 min read

Machine Learning Dynamic Graphs: A New Way to Model Change

Explore how DG-Gen transforms dynamic graph generation and analysis.

2025-02-06T20:43:21+00:00 ― 7 min read

Methodology Connecting the Dots: Understanding Networks

Explore how connections form in diverse networks through covariates and hidden factors.

2025-02-05T23:56:52+00:00 ― 5 min read

Machine Learning Hypergraphs: A New Approach to Community Detection

Discover how hypergraphs change our view of group relationships and community structures.

2025-02-02T04:23:34+00:00 ― 9 min read

Probability Decoding Random Graphs: A Closer Look

Discover the intriguing world of random graphs and their real-life applications.

2025-01-30T06:20:50+00:00 ― 5 min read

Social and Information Networks Silencer: Redefining Community Detection in Noisy Networks

Silencer framework enhances community detection amid noise for accurate network analysis.

2025-01-30T00:08:06+00:00 ― 6 min read

Machine Learning Predicting Complex Systems Without Full Connections

A new method reveals how to predict network behaviors with incomplete information.

2025-01-28T21:39:09+00:00 ― 6 min read

Optimization and Control Optimizing Friendships: The Science Behind Party Planning

Learn how researchers solve complex problems to arrange perfect social gatherings.

2025-01-28T01:04:10+00:00 ― 5 min read

Machine Learning Enhancing Multi-View Clustering Techniques

Discover new strategies to improve multi-view clustering results in various fields.

2025-01-26T17:29:24+00:00 ― 5 min read