NETSCI 2022: INTERNATIONAL SCHOOL AND CONFERENCE ON NETWORK SCIENCE
PROGRAM

Days: Monday, July 25th Tuesday, July 26th Wednesday, July 27th Thursday, July 28th Friday, July 29th

Monday, July 25th

View this program: with abstractssession overviewtalk overview

11:45-12:00 Opening Ceremony

Xiaofan Wang & Yamir Moreno

12:00-13:10 Session 1: Invited Talks (A. Horvat & J. Park)
Chair:
12:00
Networks in online scholarly communication
12:35
Creativity and Networks
13:10-14:05 Session 2: Lightning Session I
13:10
Mobility network reveals the impact of spatial vaccination heterogeneity on COVID‐19 (abstract)
13:15
Modelling Network Evolution using Information Theory (abstract)
13:20
Universal citation dynamics in science and law (abstract)
13:25
Motif transition intensity: A novel network-based early warning indicator for financial crises (abstract)
13:30
(CANCELLED) resilience and cooperation of social-ecological systems (abstract)
13:35
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection (abstract)
13:40
Alternating quarantine for sustainable epidemic mitigation (abstract)
13:45
Reviving a failed network via microscopic interventions (abstract)
13:50
Network medicine framework reveals herb-symptom relation of Traditional Chinese Medicine (abstract)
13:55
Semantic speech networks linked to formal thought disorder in early psychosis (abstract)
14:00
Competition network structure and firm performance: The mediating role of product market entry (abstract)
14:50-16:05 Session 3A: Theory I
14:50
Functional observability and target state estimation in large-scale networks (abstract)
15:05
On the Spectra of Weighted Subgraph Generated Models (abstract)
15:20
Applying power-law models without assuming parameter values (abstract)
15:35
Tuning (global, spectral) eigenvector localization using a (local, structural) centrality measure (abstract)
15:50
Hypergraph Generative Models and Associated Laplacians (abstract)
14:50-16:05 Session 3B: Structure I
14:50
Community detection and reciprocity in networks by jointly modeling pairs of edges (abstract)
15:05
Community structure in hypergraphs and the emergence of polarization (abstract)
15:20
Asymptotic Properties of the ABCD Graph Benchmark with Community Structure (abstract)
15:35
Systematic assessment of the quality of fit of the stochastic block model for empirical network data (abstract)
15:50
Identification of critical cliques in complex networks (abstract)
14:50-16:05 Session 3C: Social Media I
Chair:
14:50
Detecting and modelling real percolation and phase transitions of information on social media (abstract)
15:05
Shifting Polarization and Twitter News Influencers between two U.S. Presidential Elections (abstract)
15:20
Detecting and Forecasting Local Collective Sentiment Using Emojis (abstract)
15:35
Spiral of silence in online political deliberation: YouTube during the 2020 US presidential elections (abstract)
15:50
Inferring the ideological space of multipolar social systems (abstract)
14:50-16:05 Session 3D: Science of Innovation I
14:50
First-mover advantage drives gender disparities in Physics citations (abstract)
15:05
Become a better you: correlation between the change of research direction and the change of scientific performance (abstract)
15:20
(CANCELLED) Firm network community and Collaborative innovation: Does connectedness matter? (abstract)
15:35
Modeling minority arrival in scientific citation networks (abstract)
15:50
Mapping scientific foraging (abstract)
14:50-16:05 Session 3E: Economic Networks I
14:50
Macroscopic properties of buyer-seller networks in online marketplaces (abstract)
15:05
Industrial process networks: a trophic analysis (abstract)
15:20
The time-varying characteristic of similarity and information redundancy among dimensions of stock price transmission: Evidence from China’s lithium battery stocks (abstract)
15:35
Structure of international trade hypergraphs (abstract)
15:50
Inequality in economic shock exposures across the global firm-level supply network (abstract)
14:50-16:05 Session 3F: Biological Networks I
14:50
Structure-based approach to identifying small sets of driver nodes in biological networks (abstract)
15:05
Role of mitochondrial genetic interactions in determining adaptation to high altitude human population (abstract)
15:20
Integrating gene-perturbation networks with diverse disease phenotypes and cheminformatic data for cell type-guided drug discovery (abstract)
15:35
(CANCELLED) Extracting information from gene coexpressionnetworks of Rhizobium leguminosarum (abstract)
15:50
Unraveling cradle-to-grave disease trajectories from multilayer comorbidity networks (abstract)
Tuesday, July 26th

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11:00-12:00 Session 4: Poster I
Preference for Number of Friends in Online Social Networks (abstract)
基于超图的微博舆情超网络关键舆情要素识别 (abstract)
A Link-Based Attacker-Defender Game Model of Combat Networks (abstract)
Motif structure for the four subgroups within the suprachiasmatic nuclei affects its entrainment ability (abstract)
Network Modeling and Effectiveness Evaluation of Island Air Defense Electronic Countermeasure Equipment System (abstract)
Frequency-Amplitude Correlation Inducing Explosive Phase Transition in Coupled Oscillators (abstract)
Evolution of cooperation on Reinforcement-Learning Driven Adaptive Network (abstract)
Measuring and utilizing temporal network dissimilarity (abstract)
Studying reaction systems from the perspective of complex networks (abstract)
Detecting time-varying delays from time series in complex dynamical networks (abstract)
The Controllability of Complex Networks Based on Connectivity (abstract)
Estimating the power-law exponent (abstract)
A Binary Evolutionary Competition (abstract)
Fuzzy Community Detection Based on Elite Symbiotic Organisms Search and Node Neighborhood Information (abstract)
Identification of differentially abundant cell-type in scRNA-seq data using node-attributed community detection approach (abstract)
Link prediction for long-circle-like networks (abstract)
Effect of resource constraints on knowledge diffusion in knowledge collaborative networks (abstract)
Diffusion localization transition on Japanese business network (abstract)
Wired and Wireless Failure Cross-domain Root Cause Analysis to Operate Telecommunication Network (abstract)
Peeking strategy for Online News Diffusion Prediction via Machine Learning (abstract)
12:00-13:30 Session 5A: Structure II
Chair:
12:00
Robustness on modular interacting networks (abstract)
12:15
Research on Cascading Failure Model and Robustness of Weighted Interdependent Networks (abstract)
12:30
Cost-effective Network Disintegration through Targeted Enumeration (abstract)
12:45
Non-Markovian random walks characterize network robustness to non-local cascades (abstract)
13:00
Resilience-informed infrastructure network dismantling (abstract)
13:15
Defense Against Shortest Path Attacks (abstract)
PRESENTER: Benjamin Miller
12:00-13:30 Session 5B: Social Networks I
12:00
Understanding European Integration with Bipartite Networks of Comparative Advantage (abstract)
12:15
Investigating and Modeling the Dynamics of Long Ties (abstract)
PRESENTER: Ding Lyu
12:30
Characterising the role of human behaviour in the effectiveness of contact-tracing applications (abstract)
12:45
Self-induced emergence of consensus in social networks: Reddit and the GameStop short squeeze (abstract)
13:00
The Steadiness of Transient Relationships (abstract)
12:00-13:30 Session 5C: Epidemics I
Chair:
12:00
Minimizing school disruption under high incidence conditions due to the Omicron variant in early 2022 (abstract)
12:15
Assessing spread risk of COVID-19 associated with multi-mode transportation networks in China (abstract)
12:30
The Role of Masks in Mitigating Viral Spread on Networks (abstract)
12:45
Effect of delayed awareness and fatigue on the efficacy of self-isolation in epidemic control (abstract)
13:00
Multimorbidity profiles and infection severity in COVID-19 population using network analysis in the Andalusian Health Population Database (abstract)
13:15
Mobility induces a network interpretation of the Reproductive Number that explains COVID-19 spatial spread and informs surveillance (abstract)
12:00-13:30 Session 5D: Spatial Analysis I
12:00
When People Move in Groups: Effects of Spatial Edge and Landmark in the Public Space (abstract)
12:15
Vulnerability analysis of urban public transport multilayer network under combined attack strategy (abstract)
12:30
Experienced Social Mixing of Urban Streets (abstract)
12:45
(CANCELLED) Revealing Mobility Patterns of Shared Mobility through Mobility Network (abstract)
13:00
Urban morphologies determining road-travel route choices – from the rush hours to the wee hours (abstract)
13:15
Effects of mobility-based dependency relationships on economic resilience (abstract)
12:00-13:30 Session 5E: Network Embedding
12:00
CANE: Causality Aware Network Embedding for Time Series Data (abstract)
12:15
Impact of Heterogeneity on Network Embedding (abstract)
PRESENTER: Bo Liang
12:30
Influence of clustering coefficient on network embedding in link prediction (abstract)
12:45
Explainable Node Embeddings (abstract)
13:00
Topological data analysis of truncated contagion maps (abstract)
13:15
Increasing the Stability of Embeddings of the Degenerate Core (abstract)
12:00-13:30 Session 5F: Temporal Networks I
Chair:
12:00
Detection of Causal Structures in Temporal Networks (abstract)
12:15
Long-term behavioral changes during COVID-19 have increased urban segregation (abstract)
12:30
Temporal Network Prediction and Interpretation (abstract)
12:45
Reciprocity, community detection, and link prediction in dynamic networks (abstract)
13:00
NEtwork STatistic Generation Tool For Static and Temporal Graphs With Attributes (abstract)
13:15
Maximum-entropy temporal network models (abstract)
13:40-15:25 Session 6: Invited Talks (N. Masuda, J. Tang & C. L. Porta)
13:40
Recurrence view of temporal network data: System-state dynamics, recurrence plot, and embedding
14:15
WuDao: Pretrain the World
14:50
Artificial intelligence in breast cancer diagnostics
15:25-16:20 Session 7: Lightning Session II
15:25
Game Theoretic Causality for ML Models: Case Study on COVID-19 Prevalence in the USA (abstract)
15:30
Delayed Impact of Interdisciplinary research (abstract)
15:35
Power-law redundancy of urban transportation networks (abstract)
15:40
Preventing Comorbidity of Distress and Suicidality: A Network Analysis (abstract)
15:45
Circulation of a digital community currency (abstract)
15:50
A simple network model for describing structural plasticity in vascular brain networks (abstract)
15:55
Do higher-order interactions promote synchronization? (abstract)
16:00
“Tempological” Control: Synchronizing Unstable Networks Through Strategic Switching (abstract)
16:05
Quantifying Success in Ballet (abstract)
16:10
Quantifying the maximum capability of a topological feature in link prediction (abstract)
16:15
Beyond Residence: Political Segregation in the Activity Space (abstract)
16:20-17:20 Session 8: Poster II
Information Flow Between Stock Markets: A Koopman Decomposition Approach (abstract)
An ecology of film industry networks. (abstract)
Non Preferential Patterns in Node Ranking Dynamics (abstract)
Assessment of the effectiveness of Omicron transmission mitigation strategies for European universities using an agent-based network model (abstract)
Network-based emotional profiling of mainstream and alternative narratives about COVID-19 vaccines, AstraZeneca and Pfizer (abstract)
Randomising hypergraphs by permuting their incidence matrix (abstract)
Measuring the speed of a real-world walk process (abstract)
A Modular Backbone For Weighted Complex Networks (abstract)
Structural changes in the mobility network of Spain during the COVID-19 pandemic (abstract)
An empirical investigation of Backbone Filtering Techniques in weighted Complex Networks (abstract)
Robustness of Cohesion in Group Formation (abstract)
Reaching Consensus in a Temporal Epistemic Network (abstract)
A network science-based approach to study branded food (abstract)
Latent learning in networks explains perception change in social gatherings (abstract)
Monetization in online streaming platforms: An exploration of inequalities in twitch.tv (abstract)
Functional symmetries in brain networks (abstract)
Pearson Correlations on Complex Networks (abstract)
Wednesday, July 27th

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11:00-12:00 Session 9: Poster III
Simulating the evolution of citation network: A case study in Information Science (abstract)
Influence of disease and information interactive action on the transmission of respiratory infectious diseases via UAU-SEIR duplex network model (abstract)
Analysis on the diffusion characteristics of disease prevention and control consciousness on multilayer social networks (abstract)
Image2network: A new geometric algorithm framework for image data analysis based on complex network theory (abstract)
China's Textile Enterprises' Overseas Investment Path Network and Investment Position Analysis of Countries Along One Belt and One Road (abstract)
Network Modeling and Resilience Analysis of Combat Systems-of-systems Based on Kill Web (abstract)
Collective firing patterns of neuronal networks with short-term synaptic plasticity (abstract)
Modeling the impact of floods on multi-level road network systems in the context of climate change (abstract)
Symmetric synergy in the threshold model on social networks (abstract)
Application of Network theory In Bioelectrical Signal Analysis (abstract)
TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors (abstract)
The dynamics of SEIR model on time-varying higher-order networks (abstract)
Network-based methods to quantify COVID-19 importation risk: A rapid review (abstract)
A novel switching event-triggered control for secure consensus of linear multi-agent systems subject to cyber-physical attacks (abstract)
Containment Control of Heterogeneous Liner Singular Multi-Agent Systems by Distributed Event/Self-Triggered Control (abstract)
Evolution of cooperation in prisoner’s dilemma game under the coupling of aspiration and imitation rules (abstract)
Structure of cross-correlation between stock and oil markets (abstract)
Exploring Community Structure of Sample-based Music through Bipartite Network Analysis (abstract)
Network Analysis of Science Fiction Subjects (abstract)
Exploring The Network Origin of Creativity In Music (abstract)
12:00-13:30 Session 10A: Biological Networks II
Chair:
12:00
Feature-rich multiplex lexical networks unveil cognitive strategies of early language learning (abstract)
12:15
Simplicial cascades are orchestrated by the multidimensional geometry of neuronal complexes (abstract)
12:30
Reorganization of Negative “Anti-Rich Clubs” in Autism Brain Networks (abstract)
12:45
Entropic Feature Representation for Brain Connectivity Networks in Alzheimeter's Disease (abstract)
13:00
Using Differential Network Analysis and the GRAND Database for Drug Repurposing in Colon Cancer (abstract)
13:15
Hypergraphs Demonstrate Anastomoses During Divergent Integration (abstract)
12:00-13:30 Session 10B: Dynamics I
12:00
Analysis and Visualization of High-Dimensional Dynamical Systems’ Phase Space Using a Network-Based Approach (abstract)
12:15
Edge-snapping in presence of limited resources (abstract)
12:30
Dynamic stability of complex networks (abstract)
12:45
Exploring the impact of positive and negative information on green behavior diffusion based on two-layered networks (abstract)
13:00
Opinion dynamics can be unknowingly distorted in complex networks (abstract)
13:15
A Multi-Type Branching Process Method for Modelling Complex Contagion on Clustered Networks (abstract)
12:00-13:30 Session 10C: Emerging Networks I
12:00
Thermodynamic efficiency of autocatalytic networks (abstract)
12:15
Helios-Web: An interactive framework to explore large complex networks on the web (abstract)
12:30
Phishing Detection on Ethereum via Attributed Ego-graph Embedding (abstract)
12:45
A multiplex analysis of phonological and orthographic networks (abstract)
13:00
Peer learner networks impact study-abroad second language acquisition: Insights from mixed-methods SNA (abstract)
13:15
Variable selection aided by correlation networks: Revealing behavioral immunity landscapes (abstract)
12:00-13:30 Session 10D: Higher-Order Interactions
12:00
The impact of directed higher order interactions on synchronization (abstract)
12:15
Existence of higher-order components in hypergraphs (abstract)
12:30
Connecting Hodge and Sakaguchi-Kuramoto : a mathematical framework for coupled oscillators on simplicial complexes (abstract)
12:45
Identifying vital nodes through random walks on higher-order networks (abstract)
13:00
Higher-order motif analysis in hypergraphs (abstract)
13:15
Optimizing higher-order network topology for synchronization of coupled phase oscillators (abstract)
12:00-13:30 Session 10E: Geometric
12:00
Switchover phenomenon induced by epidemic seeding on geometric networks (abstract)
12:15
Modeling human proximity networks with random hyperbolic graphs (abstract)
12:30
Dimension matters when modelling network communities in hyperbolic spaces (abstract)
12:45
Nearest-neighbour network in hyperbolic space: a simple model of a directed network with asymmetric degree distribution (abstract)
13:00
Model-independent embedding of directed networks into geometric spaces (abstract)
PRESENTER: Bianka Kovács
13:15
Scaling up real networks by geometric branching growth (abstract)
12:00-13:30 Session 10F: Theory II
Chair:
12:00
When and how can models of collective social phenomena benefit from data-driven individual-level models? (abstract)
12:15
Ensemble nonequivalence and Bose-Einstein condensation in weighted networks (abstract)
12:30
Random graph models with fixed centrality patterns and degree sequence (abstract)
12:45
Random Matrix Analysis of Multiplex Networks (abstract)
13:00
Weighted Belief Networks Unify Simple and Complex Contagion (abstract)
13:15
Simple and complex contagion can be differentiated by the spreading sequence, but not by the spreading dynamics (abstract)
13:45-14:55 Session 11: Invited Talks (A. Motter & F. Valdovinos)
13:45
Complex Contagion: Unfolding and Control
14:20
How do ecological networks respond to global change?
16:25-17:25 Session 12: Poster IV
The network signature of constellation line figures (abstract)
Perturbation-based graph theory to the rescue of weighted networks (abstract)
Cascades of delays and diffusion algorithms on the railway network (abstract)
Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk (abstract)
A Potential Mechanism for Low Tolerance Feedback Loops in Social Media Flagging Systems (abstract)
The Weighted Bitcoin Lightning Network (abstract)
Network medicine and its promises for complex human diseases (abstract)
Network-based cancer precision medicine : A new emerging paradigm (abstract)
Cancer and epigenetic (abstract)
Epigenetic, Slowing Biological Aging (abstract)
Graph similarity learning for change-point detection in dynamic networks (abstract)
Trophic Analysis On Production Network: Applying The Idea Of Food Chains To Economic data (abstract)
Opinion Diversity and Cooperation in Dynamical Networks (abstract)
Changes in Mobility Network Structure Drove Experienced Segregation During the Pandemic (abstract)
Network Analysis of Population Flows and Socioeconomic Homophily in Neighbourhood Shootings Dynamics (abstract)
Thursday, July 28th

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11:00-12:00 Session 13: Poster V
RESPONSE OF GENE REGULATORY NETWORKS AFTER INFECTION OF H3N2 VIRUS (abstract)
Multi-scale Transition Matrix Approach To Time Series (abstract)
Family's Influence on Romantic Relationship and Its Reconstruction (abstract)
A stochastic SEIHR model for COVID-19 data fluctuations (abstract)
Reinforcement Learning based Whale Optimization Algorithm for Solving the Calibration Problem in Car Following Models (abstract)
Novel Graph Neural Network Based Efficient Subgraph Embedding Method for Link Prediction (abstract)
Temporal Network Sociomarkers for detecting early-warning signals of critical transition in social systems (abstract)
Temporal Analysis of Transaction Ego Networks with Different Labels on Ethereum (abstract)
The interaction behaviors among nonferrous metal prices-based on the recurrence and network analysis (abstract)
Time-Series Evolution Analysis of the Activity Level of Product Buyers Based on Amazon Data (abstract)
Fast Approximation of Network Efficiency (abstract)
Higher-Order Netwroks Inference via Hypergraph Neural Networks (abstract)
Resampling community detection to maximize propagation in complex networks (abstract)
A Convolutional Neural Network Approach to Predicting Network Connectivity Robustness (abstract)
Identification Methods of Important Nodes Based on Multi-Attribute in Hypernetworks (abstract)
High dimensional logistic regression model with error function penalty (abstract)
The Kuramoto model on complex networks with community structures (abstract)
Iterative structural coarse graining for propagation dynamic in complex network (abstract)
Refinement for community structures of bipartite networks (abstract)
What Factors can Affect Taking Over Members' Own Inter-organizational Social Networks in Business Firm? (abstract)
A Model of Multidimensional Opinion Formation in Online Social Networks (abstract)
12:00-13:15 Session 14A: Dynamics II
12:00
Emerging Complexity in Collective Dynamic Responses of Networked Systems (abstract)
12:15
The spatio-temporal propagation of signals in complex networks (abstract)
12:30
Rethinking the Micro-Foundation of Opinion Dynamics: Rich Consequences of an Inconspicuous Change (abstract)
12:45
Multistability, intermittency and hybrid transitions in social contagion models on hypergraphs (abstract)
13:00
Balanced Hodge Laplacians Optimize Consensus Dynamics over Simplicial Complexes (abstract)
12:00-13:15 Session 14B: Ecological Networks
12:00
Practical challenges in Network Ecology in the Big Data era (abstract)
12:15
(CANCELLED) Ecology and space in the interaction of real estate agencies. (abstract)
12:30
Heterogeneity increases the fraction of coexisting species in mutualistic networks (abstract)
12:45
Identifying sensor species that anticipate critical transitions in multispecies ecological systems (abstract)
13:00
Generalized positive feedback loops determine the magnitude of the extinction effect in plant-pollinator communities (abstract)
12:00-13:15 Session 14C: Theory III
Chair:
12:00
Homophily and preferential attachment generate core-peripheries (abstract)
12:15
Identifying influential nodes by leveraging redundant ties (abstract)
PRESENTER: Bitao Dai
12:30
Competing spreading dynamics in simplicial complex (abstract)
12:45
Epidemic Dynamics in scale-free hypernetwork (abstract)
13:00
Identifying key players in complex networks through network entanglement (abstract)
12:00-13:15 Session 14D: ML for Networks I
Chair:
12:00
Mastering percolation-like games with deep learning (abstract)
12:15
Prediction and mitigation of cascading failures using a graph-neural-network approach (abstract)
12:30
Geometric graphs from data to aid classification tasks with Graph Convolutional Networks (abstract)
PRESENTER: Yifan Qian
12:45
Hierarchical Multiagent Reinforcement Learning for Bus Bunching Control (abstract)
13:00
Ethereum Account Classification based on Graph Convolutional Network (abstract)
12:00-13:15 Session 14E: Social Networks II
12:00
Quantifying Political Polarization on a Network Using Generalized Euclidean Distance (abstract)
12:15
Optimal social bubbles in social networks by a fast-decycling framework (abstract)
12:30
Friendship Modulates Hierarchical Relations in Public Elementary Schools (abstract)
12:45
Temporal Analysis of Moral Interactions and Polarization in the US Congress (abstract)
13:00
A community detection method to track opinion dynamics in online debate networks (abstract)
12:00-13:15 Session 14F: Economic Networks III
12:00
Co-evolution patterns of global technology and investment: Dynamic multilayer network approach (abstract)
12:15
A study on the reliability of trade dependence network in tungsten industry chain based on percolation (abstract)
12:30
Maximum-Entropy models for Network Regression Analysis on Trade Data. (abstract)
PRESENTER: Marzio Di Vece
12:45
Re-organisation of socioeconomic networks in Sierra Leone due to external shocks (abstract)
13:00
Technology network focusing on “small” firms (abstract)
13:30-14:40 Session 15: Invited Talks (G. Bianconi & M. Timme)
Chair:
13:30
The dynamics of higher-order networks: the effect of topology and triadic interactions
14:05
Nonequilibrium Network Dynamics
14:55-16:10 Session 16A: Network Inference
14:55
Network inference via process motifs for lagged correlation in linear stochastic processes (abstract)
15:10
Autonomous inference of complex network dynamics from incomplete and noisy data (abstract)
15:25
On the importance of correlation in graph reconstruction (abstract)
15:40
Unveiling the higher-order organization of multivariate time series (abstract)
15:55
Inferring the transmission dynamics of Avian Influenza from news and environmental data (abstract)
14:55-16:10 Session 16B: Spatial Analysis II
Chair:
14:55
Regionalization through optimal information compression on spatial networks (abstract)
15:10
SARS-CoV-2 Sequences Misclassification Network Spatial Analysis (abstract)
15:25
(CANCELLED) Multiscale Causal Structure in Armed Conflict (abstract)
15:40
Network constraints on worker mobility (abstract)
15:55
Link prediction for mesoscopic COVID-19 transmission networks in Republic of Korea (abstract)
14:55-16:10 Session 16C: Theory IV
14:55
Cycle analysis of Directed Acyclic Graphs (abstract)
15:10
Characterizing cycle structure in complex networks (abstract)
15:25
Entropy of labeled versus unlabeled networks (abstract)
15:40
Unifying information propagation models on networks and influence maximisation (abstract)
15:55
(CANCELLED) Mean-field solution for critical behavior of signed networks in competitive balance theory (abstract)
14:55-16:10 Session 16D: Economic Networks II
14:55
Quantifying the exposure of banking systems to the propagation of supply chain shocks in large scale firm-level production networks (abstract)
15:10
Spreading of Shocks in Production Networks and the heterogeneity of firms within industry sectors (abstract)
15:25
Navigating the green transition: Systemic importance vs. CO2 emissions of firms in production networks (abstract)
15:40
Pattern Analysis of Money Flows in the Bitcoin Blockchain (abstract)
15:55
Topological Similarity of Prefectures in Japan Based on Firm-level Supply Chain Analysis (abstract)
14:55-16:10 Session 16E: ML for Networks II
14:55
Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome (abstract)
15:10
Graph Motif: Towards Understanding the Interaction Patterns of Samples in Intermediate Layers (abstract)
15:25
ranking aggregation algorithm of group behavior for spammer detection (abstract)
15:40
Graph regression for pressure peak prediction in fracturing processes (abstract)
15:55
sing graph embeddings deformation over time to detect disinformation on Twitter (abstract)
14:55-16:10 Session 16F: Temporal Networks II
Chair:
14:55
Submodularity of influence maximization on temporal networks (abstract)
15:10
Link weight variation offers superiority in controlling temporal networks (abstract)
15:25
Topological-temporal properties of evolving networks (abstract)
15:40
Criticality-driven graph summarization time series of a long-haul internet backbone network (abstract)
15:55
Mitigate SIR Epidemic Spreading via Contact Blocking in Temporal Networks (abstract)
16:10-17:10 Session 17: Poster VI
Weighted Graph Convolutional Networks for Twitter users’ geolocation (abstract)
The von Neumann entropy for the Pearson correlation matrix: A test of the entropic brain hypothesis for psychedelics (abstract)
Timescale determines the entropic importance of edges in complex networks (abstract)
Communities in gene co-expression networks across different organs (abstract)
Talents Network: How Sources Define the Sinks? (abstract)
On the limits of contact tracing: a cascade epidemic process with quarantine (abstract)
Detailed Wage Gap Decompositions: Controlling for Unobserved Worker Heterogeneity Using Network Theory (abstract)
Are We Fascinated by Eccentric Ideas? (abstract)
Floquet Theory for Spreading Dynamics over Periodically Switching Networks (abstract)
Category Integration and Evaluation in Science (abstract)
The Philippine Cyber-political Divide: Online Polarization Amid The 2022 Philippine Elections (abstract)
Sentiment and structure in word co-occurrence networks on Twitter (abstract)
Integrated Twitter Analysis to Distinguish systems Thinkers at Various Levels (abstract)
Intermunicipal Travel Networks of Mexico (abstract)
The Development of Network Theorizing (abstract)
Friday, July 29th

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11:00-12:00 Session 18: Poster VII
Unpacking the Essential Tension of Knowledge Recombination: Analyzing the Impact of Knowledge Spanning on Citation Counts and Disruptive Innovations (abstract)
Texture classification based on anti-noise image (natural and horizontal) visibility graph (abstract)
Epidemic dynamics on higher-dimensional small world networks (abstract)
A deep belief network-based hybrid method for heart disease prediction (abstract)
Assessing the Evolution of Countries’ Motivations: Integrated Circuit Case Analysis (abstract)
Graph Attention Network Based Node Similarity for Link Prediction (abstract)
A complex network approach for quantifying exploration behavior (abstract)
The non-trivial correlation between the scientific impact and diversity of collaborators of scientists (abstract)
A fully distributed observer design for LTIs with disturbances (abstract)
Structure, robustness, and supply risk of the global wind-turbine trade network (abstract)
Behavioral Fire Network Modeling and Control Research (abstract)
AIProbS: a network-based recommendation model equipped with machine learning intelligence (abstract)
Detecting Adversarial Samples with Graph-Guided Testing (abstract)
Indirect influence in social networks as an induced percolation phenomenon (abstract)
Identifying influential province for coal price basded on transfer network and aggregate ranking (abstract)
Robust Distributed Estimation of Wireless Sensor Networks under Adversarial Attacks (abstract)
Measuring the significance of higher-order dependency in networks (abstract)
Co-evolution dynamics of epidemic and information under dynamical multi-source information and behavioral responses (abstract)
Flow Networks, Non-Equilibrium Thermodynamics and Self-Organization (abstract)
Eigenvalue ratio statistics of complex networks: Disorder vs. Randomness (abstract)
12:00-13:30 Session 19A: Emerging Networks II
Chair:
12:00
Network Intelligence: Self-Feedback & Distributed Coordination Improve Team Performance Across Tasks (abstract)
12:15
The Hierarchical Organization of Syntax (abstract)
12:30
Network Physics and Emergence of Elasticity in Colloidal Gels and Physical Networks (abstract)
12:45
(CANCELLED) Portfolio of weapon system of system based on heterogeneous information networks (abstract)
13:00
Network approaches to the complex Earth system (abstract)
13:15
(CANCELLED) Complexity-based approach for El Niño magnitude forecasting before the spring predictability barrier (abstract)
12:00-13:30 Session 19B: Epidemics II
12:00
Estimating data-driven COVID-19 mitigation strategies for safe university reopening (abstract)
12:15
Agent-based modelling of reactive vaccination of workplaces and schools against COVID-19 (abstract)
12:30
Adherence and sustainability of interventions informing optimal control against the COVID-19 pandemic (abstract)
12:45
The different effects of non-pharmaceutical interventions in epidemic models based on networks versus mixing matrices (abstract)
13:00
Measuring real-world contact networks to predict spread of infectious disease (abstract)
12:00-13:30 Session 19C: Theory V
Chair:
12:00
Effect of Network Topology in the Ashkin-Teller model with Repulsive Inter-layer Interaction (abstract)
12:15
Relaxation, percolation and first-passage properties of network growth under stochastic resetting (abstract)
12:30
Weighted network motifs as random walk patterns (abstract)
12:45
Random Asymmetric Markov Models (abstract)
13:00
(CANCELLED) Competitive balance theory: Modeling conflict of interest in a heterogeneous network (abstract)
13:15
Graph Matching Between Bipartite and Unipartite Networks: To Collapse, or Not to Collapse, That Is the Question (abstract)
12:00-13:30 Session 19D: Social Media II
12:00
“Born in Rome” or “Sleeping Beauty”: Emergence of hashtag popularity on a microblogging site (abstract)
12:15
A Preference Adjustable Mechanism for Viewer-Anchor Interactions (abstract)
PRESENTER: Shuhui Guo
12:30
Who follows Whom on Twitter: The role of geography and ideology (abstract)
12:45
Signed interaction networks reveal dynamics of polarization in online discussions (abstract)
13:00
(CANCELLED) Characterizing Emerging Structure of News Media Network on Twitter During Election (abstract)
13:15
“Please, use your best judgment”: authority vs moderation in knowledge creation on history subreddits (abstract)
12:00-13:30 Session 19E: Science of Innovation II
Chair:
12:00
Socially-enhanced discovery processes (abstract)
PRESENTER: Gabriele Di Bona
12:15
Expertise disparity among team members predicts long-term impact in science and technology (abstract)
12:30
Representing the disciplinary structure of physics: a comparative evaluation of graph and text embedding methods (abstract)
12:45
Quantifying knowledge spillovers from advances in negative emissions technologies (abstract)
13:00
Strategic differences between regional investments into graphene technology and how corporations and universities manage their portfolios of patents (abstract)
13:15
Identifying acknowledged scholars in open access journals and their networks (abstract)
12:00-13:30 Session 19F: System Risk
12:00
Transitions to Zero-risk Societies: diagnostics, mechanisms and remedies (abstract)
12:15
Portfolio optimization with idiosyncratic and systemic risks for financial networks (abstract)
12:30
Systemic risk in the multilayer-network of global production and trade of food (abstract)
12:45
Risk Assessment of Ethereum Account Based on Network Propagation Mechanism (abstract)
13:00
Universality in Prediction Markets (abstract)
14:00-15:45 Session 20: Invited Talks (S. Jalan, J. Gao & B. Barzel)
14:00
Coupled Kuramoto Oscillators on Simplicial Complexes
14:35
Resilience and tipping points of complex systems
15:10
Network GPS: A Perturbative Theory of Network Dynamics