Posters
NetSci hosts poster sessions on Wednesday, Thursday, and Friday. Publication of posters is optional on this page.
Wednesday
Epidemics
1
Identifying Super Spreaders in Multilayer Networks with Graph Neural Networks
2
Evaluating Graph Neural Networks for Epidemic Source Detection: A Benchmark Study
3
Sentiment homophily and polarisation in Belgian Reddit comments on COVID-19 mitigation measures
4
Epidemic reproduction number in spatial networks
5
Recurrent contacts explain outperformance of non-degree-based epidemic surveillance in dynamic contact networks
Health
10
Exploring the European Professional Football Inter-League Transfer Market: A Network Analysis Approach.
6
Modeling and Sensitivity Analysis of SARS-CoV-2 Viral RNA Transport on Wastewater Networks in Chicago, USA
7
Fiber-specific white matter damage explains cortical atrophy in multiple sclerosis
8
Kinematic and muscle networks reveal the modular control of sit-to-stand movements
Biology
15
Persistent Homology of T-Cell Receptor Repertoire
16
Evolution of mutating pathogens in networked population
17
Random Abstract Cell Complexes
18
Fingerprinting Multi-Layer Networks via their Motif Distribution: a Case Study on the Connectome of C. elegans
19
The Structure of the Chemical Space and its Properties, an Exploration of Chemical Reaction Hypergraphs
20
Counting Molecular Structures with Multi-variate Generating Functions
21
Mapping Genetic Pathways and Therapeutic Targets in Rare Epilepsy
22
Mapping rare diseases from pathways to networks
23
Multimodal Graph Optimal Transport with Applications to Patient-level Multiomics Data
9
Switching attention in coordinated movement under sensory constraints
Mental Health and Neurosciences
11
Functional connectivity alterations in neuronal networks derived from individuals with schizophrenia
12
Modeling the Cognitive Network Dynamics of Mental Health Disorders
13
Brain volume predicts survival of colliding-spreading messages on mammal brain networks
14
Ensemble-Based Graph Representation of fMRI Data for Cognitive Brain State Classification
Economics
24
Enhancing cooperation in Public Good Game by introducing adverse event in structured populations
25
A Network Approach to Scope 3 Emissions
26
Evacuation patterns and socioeconomic stratification in the context of wildfires
27
Capturing Dynamics and Market Interaction Patterns in Corporate Financial Activities: A Multi-Modal Approach using Sequential and Graph-Based Data for Credit Risk Assessment
28
Network Structures and Social Influence Dynamics: The Effect of Exogenous Shocks on Intra-Household Bargaining
29
Optimization algorithm for the clique partitioning problem and its applications in optimization-based community detection and portfolio analysis
30
Optimising Cryptocurrency Portfolios Through Stable Clustering of Price Correlation Networks
31
Analysis of Attacker-defender Games on Interdependent Networks
32
Network Analysis and Maximum Entropy Approaches in Complex Agroforestry Systems
Infrastructure and Mobility
121
Comparative Analysis of Bike Sharing System Usage Patterns Across Major Cities: A Weekday-Weekend Comparison
33
Data-Driven Resilience Analysis of the Foggia Road Network under Targeted Bridge Attack Scenarios Using Complex Network Theory
34
A Power Grid Growth Model Based on Rural-Urban Distinction
35
Delay propagation due to temporary airport closures
36
Data-Driven Graph Inference for Large-Scale Infrastructure Networks
37
Mitigating Cascading Failure in Power Grid through Inertia Reinforcement Strategies
38
Assessing the Resilience of Germany’s Power Grid through Static Network Analysis of SciGRID Data
Humanities
39
Graph Neural Networks for Analyzing Human Trafficking Networks in the Western Hemisphere
40
Evolution of Rural-Urban Scaling and the Interconnections between Population Characteristics, Crime, Property Transaction Value, Mortality and Road Accidents
41
Garbage in Garbage out: Impacts of data quality on criminal network intervention
42
Detecting money laundering facilitators: a network-based approach
43
The impact of city attractiveness on urban crime
45
Knowledge Networks of Artificial Intelligence
46
A Graph-Based Framework for Collective Intelligence: Leveraging Structured Knowledge to Improve Diagnostic Accuracy
47
Updating the Complex Systems Keyword Diagram Using Collective Feedback and Latest Literature Data
Opinion Dynamics and Social Media
48
How social reinforcement learning can lead to metastable polarisation and the voter model
49
Reaching Consensus of Group Decision-making for Higher-order Interactions in Social Networks
50
Opinion Dynamics: Effects of Memory and Higher-Order Neighbours
51
Mathematical modeling of polarization dynamics in social networks
52
Far-right party influence on polarization dynamics in electoral campaign
53
Cascade merging of opinion clusters in a growing scale-free network with homophily
54
Mechanistic interplay between information spreading and opinion polarization
55
Impact of network adaptation driven by homophily on long-term opinion dynamics
56
CoDiNG: A Hybrid Opinion Model Based on Human Cognition
57
On Fairness in Opinion Modelling
58
Blue Skies, Red Lines: Mapping Political Debate Networks on Bluesky
59
HIF: The Hypergraph Interchange Format for higher-order networks
60
How does ideology affect the spread of misinformation?
61
Echo-chambers on Mastodon, Investigating Smaller Instances
62
Predicting Brand Performance in Online Media Content Sharing Networks
63
Improving Betweeness Centrality Fairness in Algorithmic Link-Recommendations
Theory
112
fragSMILES as chemical language from graph reduction
113
Rumor Spread through Farthest-First Traversal
115
Fast degree-preserving rewiring of complex networks
116
Frustrated Quantum Magnetism on Complex Networks: What Sets the Total Spin
117
On the augmented 2-token graphs of cycles
118
Two-Stage HMM-REM Model for Analyzing Relational Event Data
119
Exploring Supertoken Graphs
120
Competition-induced criticality with heterogeneous meme fitness
64
Network Attractors in Systems near Criticality
65
Generalization of DomiRank: considering the similarity of vertices
66
Linegraphs to subtler hypergraphs analysis. From vector to matrix centralities
67
Disentangling non-Markovian random walks on networks
68
Centrality as a form of higher-order cumulative advantage
69
Revealing the structural connectivity of weakly coupled spiking networks
70
Characterization of hypergraph complex networks: Survey of implemented measurements
71
Simplicial Anomaly Detection
72
Exploring The Network Science Software Ecosystem
73
Understanding the Growth and Transformation of Indonesia's Internet Ecosystem: An Autonomous System-Level Analysis
74
Inferring signed networks from contact patterns
75
Network Featurization with Harmonic Functions
77
Hypercurveball algorithm for sampling hypergraphs with fixed degrees
78
Measuring associations between distant nodes in complex networks
79
Fast Sparsification of Simplicial Complexes via Network Density of States
80
When do Faster Algorithms to Compute Network Diameter Exist?
81
Methodological Advancement in Causal Loops Diagrams Data Collection and Analysis: A Network Approach
82
The Laplacian matrix of weighted threshold graphs
83
Growing unlabeled networks
84
Finding General Hierarchies: Beyond Binary Trees
86
Hamiltonian control to desynchronize Kuramoto oscillators with higher-order interactions
87
High Reconstructability of Degree-Heterogeneous Networks
88
Exploring Chimera States in Synchronous Oscillators: Focusing Solely on Triadic Interactions
Methods
89
HEgo: A fast maximum clique detection algorithm by utilizing h-index and ego networks
90
Group Fairness Metrics for Community Detection Methods in Social Networks
91
Effective Distance Gravity Model with Quasi-Laplacian Variant A Novel Method for Identifying Key Network Nodes
92
Zoo of Centralities: Models and their Comparison
93
A Review of Coarse-Graining Methods: Insights from Physics, Network Science, and Computer Science
94
Complex Networks from Survey Data
95
ProbINet: A Unified Python Package for Probabilistic Network Analysis
96
Fitting the Multifractal Network Generator to Networks Using Topological Features
Machine Learning
100
Machine Learning and Building Information Modeling for optimization Energy and acoustic performance
101
Learning Interaction Strengths in Network Dynamics from a Single Snapshot
97
Initialization and network effects in decentralised federated learning
98
Vanishing Variance Problem in Decentralized Machine Learning
99
Temporal Hypergraph Analysis for Understanding Many-Body Interactions in Learning: Propos- ing a Hypothesis on Bursting Phenomena in Learning Processes
Misc
102
Information Loss in Models of Communication Across Populations
103
Data-driven null models for real-world networks
104
Extending Social Balance Theory to Three-State Interpersonal Relationships
105
Modeling institutional prestige through inter-university collaboration networks
106
Modeling Norm Networks: Unraveling the Dynamics of Interconnected Social Norms
Dynamic Networks
107
Interplay of Ihara Zeta Function and Partition Function to Explore Statistical Characterizations of Time-evolving Networks
108
Finding independent sets in higher-order networks using competitive dynamics
109
Using simple pedestrian dynamics to generate temporal networks of contacts
110
Idea networks as temporal frameworks: A novel approach to analyzing teamwork and innovation
111
From sequential to relational data: a validated projection of multivariate time series onto signed graphs
Thursday
Epidemics
1
Copula-based synthetic networks generation and epidemic spread
2
Effects of heterogeneous health misbehavior on epidemics in urban settings
3
Inferring Characteristics of Contact Patterns from Epidemic Data Using Edge-Based compartmental model and Dynamical Survival Analysis
4
Human gut microbiome networks determine species interactions and disease associations
5
The impact of household physical distancing and its timing on the transmission of SARS- CoV-2: Insights from a household transmission study
6
Forecasting infectious diseases in Brazilian cities: integrating socio-economic and geographic data from related cities through a machine learning approach
7
Impact of Network Structure on HIV Transmission and PrEP Strategies Among MSM
Health
10
Emergent Trail Networks
11
Physical principles of human mobility and routine
8
Predicting successful passes in football: Benchmark dataset and GNN ablation study
9
Visualization of Sport Climbing Routes: An Approach Using Directed Network Analysis
Mental Health and Neurosciences
12
A Time-Conscious Decomposition of Dynamic Functional Networks in Schizophrenia
13
The path the brain takes – a closer look at the temporal evolution of functional states in a network control theoretical framework
14
Prominent involvement of acetylcholine dynamics in stable olfactory representation across the Drosophila brain
15
Leveraging network science and natural language processing (NLP) to identify and quantify risk factors for depression in older adults (OA) in social media
16
A Network-Based Approach to Anticipate Time to Recovery in Major Depression Reveals a Plasticity by Context Interplay
17
Towards a network-based operationalization of plasticity for predicting the transition from depression to mental health
Biology
18
Exploring Chemical Space Through Reaction Networks
19
Functional selectivity of Receptor Tyrosine Kinases (RTKs) regulates cellular outputs
20
Graph modeling of cellular porosity in dentin
21
A multi-omics, constraint-based modelling approach to predict the metabolic mechanisms underlying improved monoclonal antibody production in Chinese hamster ovary (CHO) cells
22
Modelling the Impact of Extreme Events on Vector-Borne Pathogen Evolution
23
Balancing Conventionality and Unconventionality Elevates Scientific Impact in Biomedical Research
24
Analysis and comparison of microRNA-mRNA bipartite networks reveals evolutionary mechanisms and key therapeutic vulnerabilities in cancers
Economics
25
Firm-level Supply Networks and Shock Resilience: A GNN Approach
26
Reconstructing the Dynamics of the Semiconductor Supply Chain with NLP
27
Network Analysis to Understand the structure and evolution of Global Supply Chains along the Project Life Cycle
28
Market Reaction to News Flows in Supply Chain Networks
29
Fragility in Food Supply Chain
30
Economic Integration and Growth in Africa: A Network-Based Approach
31
People, Places & Things: How R&D Funders Shape Networks Of Innovation
32
Using an Occupation Co-Occurrence Network to Understand Labor Market Evolution
33
Homophilic and Heterophilic club phenomenon in scientific collaborative networks
34
Revisiting the citation networks from policy documents to science
Infrastructure and Mobility
35
Computation of temporal centralities in regional water networks
36
Investigation of Parental Visitation Patterns and Exposure Segregation Using Mobility Data
37
Understanding the phase space of pooled mobility
38
Displacement, Labor Mobility and Transferable Tasks in a Network Structure
39
Exploring delay propagation in air transport using temporal networks
40
A tale of two data sources: Diverse views of mobility dynamics during emergencies
41
Scalable Computational Framework for Big Data Human Mobility Modelling
42
One rule does not fit all: deviations from universality in human mobility modeling
Humanities
43
Network Security under Heterogeneous Cyber-Risk Profiles and Contagion
44
Evaluating Robustness and Stability for the Mexican National Airport System: Perspectives from network science
45
Combining multiplex networks, time series attributes and Big Data: New tools in cybersecurity
46
Chronoblox: Chronophotographic Graph Visualization
47
Mapping Justice: Data Collection on U.S. District Court Citational Networks
48
ParaGraph: Analyzing legal citation networks across document types
49
On music network representation and its implication on how humans perceive information
50
Are civilizations destined to collapse? Lessons from the Mediterranean Bronze Age
51
The Dynamics of Multimorbidity: Hypernetworks and Synergistic Interactions in Symptom Networks of Older Adults
Opinion Dynamics and Social Media
52
Coevolutionary Axelrod Model with Weighted Overlap and Features Competition
53
Influence of networked partisans on perceptions of media bias
55
Consumption-based approaches in proactive detection for content moderation
56
Diffusion capacity analysis and immunization of complex networked systems based on the cluster distribution
57
Mapping the Climate Discourse on Tiktok
58
Assessing news consumption in European fringe communities
59
Community Notes for Preventing the Spread of Scam-Related Posts in Japan
60
Behavioral Microdynamics and Trends in Online Dating
61
Dutch Political Discourse on Social Media
62
Population-driven influencers through preferential links in social networks
63
Pathways to Upward Mobility in a Longitudinal Population-scale Social Network
64
Exploring the Evolutionary Dynamics of Wikipedia: The Interplay of Knowledge Community Formation and Editorial Behavior
65
Structural stability of mutualistic social networks on a live streaming platform
66
Evidential Reasoning-based Early-stage Inference of Information Propagation Source in Large-scale Social Networks
Theory
111
Let the data surprise us: uncovering insights from high-dimensional timeline data with information theory
112
``When her family finds [out] you are using the wrong metric\dots'': investigating dilemmas and trade-offs in the diffusion of conventions with inverse problems
113
Embedding-based Markov stability scale selection for producing robust partitions
114
Dynamic stability of complex networks
115
How centrality measures can reduce complexity of Elementary Conversion Modes
116
Exact Explicit Solutions and Phase Transitions in Spreading Models on Hypergraphs
117
On the Algebraic Connectivity of Token Graphs and Graphs under Perturbations
118
Combined voltage assignments, factored lifts, and their spectra
119
Adaptive Regional Management Strategies for Plant-Pollinator Networks in the Context of Anthropogenic Warming Scenarios
120
Integrating topological data analysis with time series gene expression in cellular systems
121
Evaluating the dynamic interplay of social distancing policies regarding airborne pathogens through a temporal interaction-driven model that uses real-world and synthetic data
67
Switching for cospectral graphs: new methods and enumeration
68
Network load reduction through betweenness equalization
69
Response to synchronization in distance-dependent coupled heterogeneous oscillators
70
Configuring Networks with Semi-Randomized Location Data
71
Markovian ε-SIR on the complete graph
72
Analysis and Optimization of Robustness in Multiplex Flow Networks Against Cascading Failures
73
CoarseNet: a Python Package for Network Coarse-Graining
74
The distribution of first passage times of random walks on random regular graphs
75
Noise Filtering in Bipartite Networks
77
Constructing cospectral hypergraphs and gain graphs
78
Operator Induced distances on graphs and graphons
79
Homophily on the edge
80
Stability of synchronization in adaptive higher-order networks
81
Coinciding random walks on networks
82
Heterogeneous hypergraphs and their spectral centralities
83
Analyzing the Effect of Link Recommenders in Degree Inequality
84
An evolutionary mechanism of triadic closure
85
Toward Fairness in Network Algorithms: Rankings by Biased Random Walks
86
Cascades on constrained multiplex networks
87
Designing Higher-Order Synchronization Pattern with the Dirac Operator
88
A new approach for analyzing structural resilience of complex networks based on local and composed measures
89
Inference of higher-order interaction in coupled oscillators
Machine Learning
90
Unraveling the impact of Random Rewiring on Graph Neural Networks
91
How do Probabilistic Graphical Models and Graph Neural Networks handle network data?
92
Path Representation Learning with Contextualized Embeddings
93
WILTing Trees: Interpreting the Distance Between MPNN Embeddings
94
Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs
95
Hypergraph Convolutional Neural Network with Edge-Dependent Vertex Weight for Node Classification applications
96
Graph Neural Networks Do Not Always Oversmooth
Methods
100
Gender Dynamics Over Time in a Social Network of LLM Agents
101
The structure and evolution of a growing social network in a car manufacturing company
102
Exploring Gender's Impact on Co-authorship and Citation Networks in Cancer Research
97
Detectability of Minority Communities in Networks
98
Uncertainty Quantification for Graph Signal Estimates through Bayesian Inference
99
Gender differences in collaboration and career progression in physics
Dynamic Networks
103
Higher-order temporal network prediction and interpretation
104
Estimating nodal spreading influence using partially observed temporal network
105
Detecting Coordinated Activities through Temporal, Contextual, and Collaborative Analysis
106
Time-dependent personalized PageRank for temporal networks: Discrete and continuos scales
107
Centrality-Based Ranking of Temporal Pair Comparison
108
Mind the memory: Emergence of higher-order dynamics due to coarse graining and its role for entropy production rate inference
109
Clustering Time-Snapshots of Temporal Networks: From Synthetic Data to Real-World Applications
110
Heteroclinic dynamics in network dynamical systems with higher-order interactions
Social Media
122
Emergence of scaling and organization in the microblogging platform BlueSky
Friday
Theory
1
Percolation of interlayer feature-correlated multiplex networks
2
Zero-shot forecasting of chaotic systems
3
Exponential Random Graphs highlight impaired brain connectivity
4
Perfect Synchronization of Complex Networks in Presence of Higher-Order Interactions
5
Evolutive sandpiles
6
Community-based stance detection
7
If Vanilla Is Enough, Why Do We Need Chocolate and Strawberry? A Neapolitan Approach to Artificial Neural Networks
Machine Learning
8
Interpretable Machine Learning and Complex Network Analysis for characterizing seizure onset in traumatic brain injury patients
9
Network perspective on the evolution and integration of the hippocampus representation
Biology
10
Dynamic Network Analysis for Alzheimer’s Disease Using FAST Functional Connectivity
11
Bringing the action to social-ecological networks can upend our understanding of cultural-ecological relationships
12
Dynamical modelling of gene regulatory networks from heterogeneous datasets: one model fits all?
13
Network-Driven Vaccination Strategies for Preventing Rebound Dynamics in Metapopulation Epidemic Control
Health
14
Higher-order interactions in symptom networks
15
Interactions Between Physical Activity, Sedentary Behaviour, Sleep, and Motor Skills in Brazilian Toddlers: A Network Analysis Approach
16
Modeling the effect of targeted interventions on the spread of Hepatitis C through a network of people who inject drugs in Kenya
Social Media
17
Toxic Timing: Understanding Polarization in Digital Interactions
18
Explaining comment thread popularity on Reddit: Structural, temporal and textual features
19
Navigating Multidimensional Ideologies with Reddit’s Political Compass: Economic Conflict and Social Affinity
20
Sociodemographic Dimensions of Echo Chambers: Network Analysis of Information Sharing on Twitter/X"
21
Network Effects on Spatially Separated Users in Yelp
22
The Evolution and Formation of Indian Political Debate Networks
23
From segregation to conflict: identifying active and passive polarisation
49
Quantifying the Spread of Online Incivility in Brazilian Politics
50
Can structural balance reverse polarization?
51
Noisy Influencers: A stochastic network synchronisation control model
Economics
25
Leveraging Knowledge Networks: Rethinking Technological Value Distribution in mRNA Vaccine Innovations
26
Quantifying Diversity, Equity and Inclusion (DEI) in Scientific Recognition
27
Unraveling two decades of shell company operations in Mexican procurement (2002-2022): a networks approach to data-based anti-corruption policy
28
Mapping of the global semiconductor supply chain - collaboration inter-firm network
29
Optimal promotions on networks
30
The evolution of global gold and copper trade networks
31
Resilience and Competitiveness in the Electric Vehicle Industry: A Global Corporate Network Analysis
32
Trade relationships and IGO ties: a complex network perspective
33
Urban Spatial Network Segmentation with Continuous-Time Quantum Walks
34
Understanding mobility with recurrence plots
35
Mobility patterns reveal a "doughnut effect" for activity in large American cities
36
Causal Inference in the City: Evaluation of Policy Interventions' Impact using Mobility Networks
37
Where is my 15-minute city? Developing and applying methods to understand neighbourhoods and local liveability
52
Hidden Gender Disparities in Inventor-Evaluator Networks and Missing Hit Innovations
53
Supply chains network changes and market dynamics under sustainability regulation
54
The Cash Drain Game on a Network
Humanities
38
A Microscope on AI Adoption: Insights from GitHub Data
39
Network analysis of mathematicians
40
Fractality of Co-Authorship Networks in Physics
41
The Effect of Incarceration on Criminal Cocaine Networks
42
Enhancing Criminal Network Disruption Through Forensic Intelligence
43
Population connectivity shapes chimpanzee cumulative culture
44
Dynamics of Strategic Group Interactions in Social Networks
45
Academic publishing culture through higher-order motif analysis
46
Measuring the Chain-Sense of Interactions in a Social Network
47
Syntactic Graph Co-attention Network for Automatic Short Answer Grading
48
Using topological features to validate behavior from microscale functional connectivity
55
A neat contribution index of network interaction to collective performance
56
Copy or Collaborate? How Networks Impact Collective Problem Solving
57
The Ripple Effect of Retraction on an Author's Collaboration Network
58
Exploring Structural Dynamics in Retracted and Non-Retracted Author's Collaboration Networks
59
Leveraging network science to enhance academic research
60
Identifying the Dense Collaboration Hubs that Shape International Policy
Misc
61
Anomaly Detection in Preferential Attachment Networks
62
Detecting Small Communities in the Planted Partition Model
63
Scale-Dependency of Weighted Network Modularity
64
Measuring and utilizing temporal network dissimilarity
65
Clustering Does Not Always Imply Latent Geometry
69
A structural perspective on nonequilibrium brain network dynamics
71
Scale-free topology vs. timescale-free dynamics
72
Scalar embedding of temporal networks
73
Laplacian renormalization group: an introduction to heterogeneous coarse-graining
74
Higher-order ising model on hypergraph
75
Quantifying biases and limits for topological and statistical ensembles of brain networks
76
Caste and Informal Credit: A Social Network Approach to Rural Finance
77
Random directed and undirected hypergraphs
78
Machine-enhanced reconstruction of functional connectomes unravels discriminative brain subsystems in health and disease
79
Stability prediction of complex dynamical networks
80
Self-reinforcing cascades: A spreading model for beliefs or products of varying intensity or quality
81
Contagion dynamics on higher-order networks
82
Economic Complexity in geographical space
83
Degree Induced phase transition in LLMs Opinion Dynamics
84
The structure and function of antagonistic ties in village social networks
85
Measuring Diversity in Online News
86
Misinformation spreading through chain emails
Neurosciences
66
Exploring Maladaptive Resilience in Neural Dynamics via a Bayesian Oscillatory Framework
67
Brain structural-functional coupling is differentially affected by age, sex, and amyloid burden in older individuals without dementia
68