Cover Image

A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Bin, Luo, Sifu, Suh, C. Steve
Format:	Preprint
Published:	2024
Subjects:	Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep Identification of Propagation Trees
by: Memon, Zeeshan, et al.
Published: (2025)

DeepPM: A Deep Learning-based Profit Maximization Approach in Social Networks
by: Sharma, Poonam, et al.
Published: (2026)

A Survey on False Information Detection: From A Perspective of Propagation on Social Networks
by: Xie, Kun, et al.
Published: (2025)

Motif Counting in Complex Networks: A Comprehensive Survey
by: Yin, Haozhe, et al.
Published: (2025)

Heterogeneous Interaction Network Analysis (HINA): A New Learning Analytics Approach for Modelling, Analyzing, and Visualizing Complex Interactions in Learning Processes
by: Feng, Shihui, et al.
Published: (2026)

Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection
by: Cui, Chaoqun, et al.
Published: (2025)

RumorSphere: A Framework for Million-scale Agent-based Dynamic Simulation of Rumor Propagation
by: Liu, Yijun, et al.
Published: (2025)

Dynamic Evolution of Complex Networks: A Reinforcement Learning Approach Applying Evolutionary Games to Community Structure
by: Pi, Bin, et al.
Published: (2025)

A Lightweight Deep Learning-based Model for Ranking Influential Nodes in Complex Networks
by: Ramadhan, Mohammed A., et al.
Published: (2025)

Demystify Adult Learning: A Social Network and Large Language Model Assisted Approach
by: Liu, Fang, et al.
Published: (2024)

Homophily in Complex Networks: Measures, Models, and Applications
by: Saxena, Akrati, et al.
Published: (2025)

A Novel Dynamic Epidemic Model for Successive Opinion Diffusion in Social Networks
by: Han, Bin, et al.
Published: (2025)

GNNTAL:A Novel Model for Identifying Critical Nodes in Complex Networks
by: Wang, Hao, et al.
Published: (2024)

Cost-Effective Community-Hierarchy-Based Mutual Voting Approach for Influence Maximization in Complex Networks
by: Liu, Yi, et al.
Published: (2024)

DHPrep: Deep Hawkes Process based Dynamic Network Representation
by: Han, Ruixuan, et al.
Published: (2024)

Social Media Analytics in Disaster Response: A Comprehensive Review
by: Karimiziarani, Mohammadsepehr
Published: (2023)

A Comprehensive Review of Core-Periphery and Community Detection Paradigms
by: Ansari, Imran, et al.
Published: (2025)

A Deep Autoregressive Model for Dynamic Combinatorial Complexes
by: Tuna, Ata
Published: (2025)

Detecting Fake Reviewer Groups in Dynamic Networks: An Adaptive Graph Learning Method
by: Zhang, Jing, et al.
Published: (2026)

Spatial Disease Propagation With Hubs
by: Feng, Ke, et al.
Published: (2025)

Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning
by: Wu, Man, et al.
Published: (2024)

An Approach to Twinning and Mining Collaborative Network of Construction Projects
by: Lin, Jia-Rui, et al.
Published: (2024)

Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach
by: Li, Xunkai, et al.
Published: (2025)

Detection of Rumors and Their Sources in Social Networks: A Comprehensive Survey
by: Sattarov, Otabek, et al.
Published: (2025)

Heterophilous Distribution Propagation for Graph Neural Networks
by: Zheng, Zhuonan, et al.
Published: (2024)

Pack and Measure: An Effective Approach for Influence Propagation in Social Networks
by: Abu-Khzam, Faisal N., et al.
Published: (2023)

Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation
by: Liao, Hao, et al.
Published: (2023)

Towards Propagation-aware Representation Learning for Supervised Social Media Graph Analytics
by: Jiang, Wei, et al.
Published: (2025)

Unified Framework for Complex Graph-Data: Introducing the Hybrid Layered Network Model
by: Chatterjee, Shraban Kumar, et al.
Published: (2023)

A Comprehensive Review of Community Detection in Graphs
by: Li, Jiakang, et al.
Published: (2023)

Beyond Binary Opinions: A Deep Reinforcement Learning-Based Approach to Uncertainty-Aware Competitive Influence Maximization
by: Zhang, Qi, et al.
Published: (2025)

A Deep Learning Framework for Evaluating Dynamic Network Generative Models and Anomaly Detection
by: Rashnu, Alireza, et al.
Published: (2024)

Statistical Complexity of Heterogeneous Geometric Networks
by: Smith, Keith Malcolm, et al.
Published: (2023)

FS_GPlib: Breaking the Web-Scale Barrier - A Unified Acceleration Framework for Graph Propagation Models
by: Guo, Chang, et al.
Published: (2026)

A Systematic Approach for Studying How Topological Measurements Respond to Complex Networks Modifications
by: Benatti, Alexandre, et al.
Published: (2025)

Schemes of Propagation Models and Source Estimators for Rumor Source Detection in Online Social Networks: A Short Survey of a Decade of Research
by: Jin, Rong, et al.
Published: (2021)

Modeling Inequality in Complex Networks of Strategic Agents using Iterative Game-Theoretic Transactions
by: Kejriwal, Mayank, et al.
Published: (2025)

Astro Generative Network: A Variational Framework for Controlled Node Insertion in Incomplete Complex Networks
by: Jalali, Mehrdad, et al.
Published: (2026)

Shared Nodes of Overlapping Communities in Complex Networks
by: Kuikka, Vesa, et al.
Published: (2025)

Predicting Movie Success with Multi-Task Learning: A Hybrid Framework Combining GPT-Based Sentiment Analysis and SIR Propagation
by: Xie, Wenlan
Published: (2025)