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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
View this program: with abstractssession overviewtalk overview
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
Chair:
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
Chair:
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
Chair:
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)
Chair:
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
Chair:
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
View this program: with abstractssession overviewtalk overview
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
Chair:
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
Chair:
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) PRESENTER: Andrzej Jarynowski |
13:15 | Variable selection aided by correlation networks: Revealing behavioral immunity landscapes (abstract) |
12:00-13:30 Session 10D: Higher-Order Interactions
Chair:
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
Chair:
12:00 | Switchover phenomenon induced by epidemic seeding on geometric networks (abstract) |
12:15 | Modeling human proximity networks with random hyperbolic graphs (abstract) PRESENTER: Fragkiskos Papadopoulos |
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)
Chair:
13:45 | Complex Contagion: Unfolding and Control |
14:20 | How do ecological networks respond to global change? |
14:55-16:25 Award Ceremony Talks of the ER and Euler Awardees
Yamir Moreno & Raissa D'Souza
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
View this program: with abstractssession overviewtalk overview
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
Chair:
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
View this program: with abstractssession overviewtalk overview
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
Chair:
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
Chair:
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
Chair:
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)
Chair:
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 |