Social Networks

Data Structures and Algorithms The Changing Landscape of Social Networks

Discover the dynamic nature of social connections through temporal graphs.

Tom Davot, Jessica Enright, Jayakrishnan Madathil

Mar 16, 2025 ― 6 min read

Commutative Algebra The Colorful World of Graphs

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

Joseph Brennan, Susan Morey

Mar 9, 2025 ― 6 min read

Metric Geometry Journey into Gromov-Hyperbolic Spaces

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

Nicola Cavallucci

Mar 6, 2025 ― 7 min read

Machine Learning Dynamic Graph Embedding: A New Frontier

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

Ashish Parmanand Pandey, Alan John Varghese, Sarang Patil

Mar 6, 2025 ― 6 min read

Data Structures and Algorithms Understanding Bicliques: Connections in Graph Theory

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

George Manoussakis

Mar 6, 2025 ― 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.

Haisong Xia, Wanyue Xu, Zuobai Zhang

Mar 5, 2025 ― 5 min read

General Economics The Complexity of Our Connections

Explore how varied relationships impact communication and information spread.

Arun G. Chandrasekhar, Vasu Chaudhary, Benjamin Golub

Mar 2, 2025 ― 5 min read

Machine Learning Revolutionizing Graph Node Clustering with THESAURUS

THESAURUS improves graph clustering by using semantic prototypes and structure.

Bowen Deng, Tong Wang, Lele Fu

Feb 28, 2025 ― 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.

Lingkai Meng, Long Yuan, Xuemin Lin

Feb 28, 2025 ― 5 min read

Probability Connecting the Dots in Hyperbolic Space

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

Matthew Dickson

Feb 26, 2025 ― 5 min read

Cryptography and Security Advances in Link Prediction and Security

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

Jiate Li, Meng Pang, Binghui Wang

Feb 25, 2025 ― 7 min read

Data Structures and Algorithms Dynamic Graphs: Balancing Stability and Approximation

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

Mark de Berg, Arpan Sadhukhan, Frits Spieksma

Feb 25, 2025 ― 6 min read

Statistical Mechanics Simplifying Complex Systems: Network Renormalization

Learn how network renormalization helps analyze complex systems through simplification.

Andrea Gabrielli, Diego Garlaschelli, Subodh P. Patil

Feb 21, 2025 ― 6 min read

Machine Learning Dynamic Graphs: The Future of Data Analysis

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

Yiming Xu, Bin Shi, Teng Ma

Feb 20, 2025 ― 7 min read

Cryptography and Security Balancing Privacy and Choice in Data Analysis

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

Victor A. E. Farias, Felipe T. Brito, Cheryl Flynn

Feb 20, 2025 ― 6 min read

Machine Learning Revolutionizing Data Analysis with GNNs

New methods improve Graph Neural Networks for better insights.

Xianlin Zeng, Yufeng Wang, Yuqi Sun

Feb 15, 2025 ― 5 min read

Combinatorics Uncovering Independent Sets in Hypergraphs

New methods enhance our grasp of independent sets in hypergraphs.

Patrick Arras, Frederik Garbe, Felix Joos

Feb 15, 2025 ― 8 min read

Data Structures and Algorithms Unraveling Sparse Induced Subgraphs

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

Maria Chudnovsky, Jadwiga Czyżewska, Kacper Kluk

Feb 15, 2025 ― 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.

Iiro Kumpulainen, Sebastian Dalleiger, Jilles Vreeken

Feb 14, 2025 ― 6 min read

General Economics The Ripple Effect of Information in Finance

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

Tommaso Di Francesco, Daniel Torren Peraire

Feb 13, 2025 ― 6 min read

Machine Learning Navigating the World of Temporal Heterophilic Graphs

Discover how connections evolve over time in complex networks.

Yuchen Yan, Yuzhong Chen, Huiyuan Chen

Feb 10, 2025 ― 7 min read

Machine Learning Classifying Nodes: A Semi-Supervised Approach

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

Hai-Xiao Wang, Zhichao Wang

Feb 9, 2025 ― 6 min read

Machine Learning Dynamic Graphs: A New Way to Model Change

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

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath

Feb 6, 2025 ― 7 min read

Methodology Connecting the Dots: Understanding Networks

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

Swati Chandna, Benjamin Bagozzi, Snigdhansu Chatterjee

Feb 5, 2025 ― 5 min read

Machine Learning Hypergraphs: A New Approach to Community Detection

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

Olympio Hacquard

Feb 2, 2025 ― 9 min read

Probability Decoding Random Graphs: A Closer Look

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

Xiangyi Zhu, Yizhe Zhu

Jan 30, 2025 ― 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.

Kai Wu, Ziang Xie, Jing Liu

Jan 30, 2025 ― 6 min read

Machine Learning Predicting Complex Systems Without Full Connections

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

Yanna Ding, Zijie Huang, Malik Magdon-Ismail

Jan 28, 2025 ― 6 min read

Optimization and Control Optimizing Friendships: The Science Behind Party Planning

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

Soodeh Habibi, Michal Kocvara, Michael Stingl

Jan 28, 2025 ― 5 min read

Machine Learning Enhancing Multi-View Clustering Techniques

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

Liang Du, Henghui Jiang, Xiaodong Li

Jan 26, 2025 ― 5 min read

Combinatorics Understanding Graph Functionality: Connections That Matter

Explore how graph functionality impacts relationships and interactions in various fields.

John Sylvester, Viktor Zamaraev, Maksim Zhukovskii

Jan 25, 2025 ― 5 min read

Databases DIPS: Smart Sampling for Changing Data

Explore how DIPS improves random sampling in dynamic datasets.

Jinchao Huang, Sibo Wang

Jan 25, 2025 ― 5 min read

Combinatorics Curvature in Trees: A Mathematical Perspective

Discover the role of curvature in understanding tree structures and their applications.

Sawyer Jack Robertson

Jan 22, 2025 ― 8 min read

Machine Learning Revolutionizing Node Classification with Attention in Graphs

Discover how attention and metapaths improve node classification in heterogeneous graphs.

Calder Katyal

Jan 20, 2025 ― 5 min read

Machine Learning Understanding Signed Graphs and Communities

Discover how signed graphs reveal relationships among friends and foes.

Sawyer Jack Robertson

Jan 20, 2025 ― 5 min read

Machine Learning GraphTEE: A New Path for Treatment Effect Estimation

Revolutionizing how we estimate treatment effects using interconnected data.

Shonosuke Harada, Ryosuke Yoneda, Hisashi Kashima

Jan 19, 2025 ― 5 min read

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